Deep learning Paper Reading Meeting Archive

This page is an archive of the Deep Learning Paper Reading Meeting. you would like to attend the meeting or have any questions, Write in the GitHub issue table or email us at 'tfkeras@kakao.com'

Tasks	Paper	Link	Performance Index
NLP	Attention is all you need	Youtube Paper	Abstractive Text Summarization, Constituency Parsing
NLP	BERT	Youtube paper	Autoencoding Transformers, Transformers, Language Models
NLP	ERNIE	Youtube paper	Chinese Named Entity Recognition, Chinese Sentence Pair Classification
NLP	RoBERTa	Youtube paper	Autoencoding Transformers, Transformers
NLP	XLNET	Youtube paper	Autoregressive Transformers, Transformers
NLP	SentenceBert	Youtube	Linear-Probe Classification, Semantic Similarity
NLP	Defending Against neural fake news	Youtube	Fake News Detection, Text Generation
NLP	Transformer-XL	Youtube blog	Language Modelling
NLP	Understanding back translation at scale	Youtube blog	Machine Translation, Translation
NLP	Deep Contextualized Word Representations	Youtube	Citation Intent Classification , Conversational Response Selection
NLP	Univiersal LM Fine-tuning for text classification	Youtube	Classification, General Classification
NLP	Subword-level Word Vector Representations for Korean	Youtube	Document Classification, Language Modelling
NLP	A Decomposable Attention Model for Natural Language Inference	Youtube	Natural Language Inference
NLP	Reformer	Youtube	Transformers
NLP	Neural Machine Translation by Jointly Learning to Align and Translate	Youtube	Dialogue Generation, Machine Translation
NLP	ELECTRA	Youtube	Autoencoding Transformers
, Transformers
NLP	SBERT-WK	Youtube	Semantic Textual Similarity, Sentence Embedding
NLP	Revealing the Dark Secrets of BERT	Youtube	BERT
NLP	PEGASUS	Youtube	Abstractive Text Summarization
NLP	Document-level Neural Machine Translation with Inter-Sentence Attention	Youtube	Machine Translation, Translation
NLP	Phrase-Based & Neural Unsupervised Machine	Youtube	Translation, Unsupervised Machine Translation
NLP	BART	Youtube	Sequence To Sequence Models, Transformers
NLP	BAE	Youtube	Adversarial Attack, Adversarial Text
NLP	A Generative Model for Joint Natural Language Understanding and Generation	Youtube	Natural Language Understanding, Task-Oriented Dialogue Systems
NLP	Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training	Youtube	Language Modelling, self-Supervised Learning
NLP	Graph Attention Networks	Youtube	Document Classification, Graph Attention
NLP	Switch Transformers	Youtube	Language Modelling, Question Answering
NLP	DeText: A Deep Text Ranking Framework with BERT	Youtube	Ranking
NLP	Face book Chat bot , Blender bot	Youtube	Chatbot
NLP	Extracting Training Data from Large Language Models	Youtube	Language Modelling
NLP	Longformer: The Long-Document Transformer	Youtube	Language Modelling, Question Answering
NLP	Visualizing and Measuring the Geometry of BERT	Youtube	Word Embeddings
NLP	Encode, Tag, Realize High Precision Text Editing	Youtube	Abstractive Text Summarization, Sentence Fusion
NLP	multimodal transformer for unaligned multimodal language sequences	Youtube	Multimodal Sentiment Analysis, Time Series
NLP	SCGPT : Few-shot Natural Language Generation for Task-Oriented Dialog	Youtube	Data-to-Text Generation, Few-Shot Learning
NLP	ColBERT: Efficient and Effective Passage Search viaContextualized Late Interaction over BERT	Youtube	Document Ranking, Information Retrieval
NLP	Restoring and Mining the Records of the Joseon Dynasty via Neural LanguageModeling and Machine Translation	Youtube	Language Modelling, Machine Translation
NLP	Improving Factual Completeness and Consistency of Image to Text Radiology Report Generation	Youtube	Natural Language Inference, Text Generation
NLP	FinBERT	Youtube	Language Modelling, Pretrained Language Models
NLP	LayoutLM: Pre-training of Text and Layout for Document Image Understanding	Youtube	Document Image Classification, Document Layout Analysis
NLP	Query Suggestions as Summarization in Exploratory Search	Youtube	Query suggestions
NLP	H-Transformer-1D Paper: Fast One Dimensional Hierarchical Attention For Sequences	Youtube	Language Modelling
NLP	End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization	Youtube	Knowledge Graphs, Medical Named Entity Recognition
NLP	DISEASES : Text mining and data integration of disease–gene associations	Youtube	Text mining, Data integration, Information extraction
NLP	RoFormer: Enhanced Transformer with Rotary Position Embedding	Youtube	Semantic Text Matching
NLP	A Multiscale Visualization of Attention in the Transformer Model	Youtube	Transformer
NLP	CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees	Youtube	Software Engineering
NLP	MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces	Youtube	Language Grounding, Multi-modal NLP
NLP	Big Bird - Transformers for Longer Sequences	Youtube	Linguistic Acceptability, Natural Language Inference
NLP	Decoding-Enhanced BERT with Disentangled Attention	Youtube	Common Sense Reasoning, Coreference Resolution
NLP	SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis	Youtube	Aspect-Based Sentiment Analysis, Language Modelling
NLP	IMPROVING BERT FINE-TUNING VIA SELF-ENSEMBLE AND SELF-DISTILLATION	Youtube	Natural Language Inference, Text Classification
NLP	ACHIEVING HUMAN PARITY ON VISUAL QUESTION ANSWERING	Youtube	question-answering,Question Answering
NLP	Deep Encoder, Shallow Decoder: Reevaluating non- autoregressive machine translation	Youtube	Knowledge Distillation, Machine Translation
NLP	LaMDA : Language Models for Dialog Applications	Youtube	Information Retrieval
NLP	Competition-Level Code Generation with AlphaCode	Youtube
NLP	Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks	Youtube
NLP	SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization	Youtube
NLP	Graph-Bert: Only Attention is Needed for Learning Graph Representations	Youtube
NLP	SimCSE:Simple Contrastive Learning of Sentence Embedding	Youtube
NLP	Typical decoding for Natural Language	Youtube
NLP	Perceiver IO : A GENERAL ARCHITECTURE FOR STRUCTURED INPUTS & OUTPUTS	Youtube
NLP	Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference	Youtube
NLP	Learning to Generalize to More:Continuous Semantic Augmentation for Neural Machine Translation	Youtube
NLP	Multitask Prompted Training Enables Zero-Shot Task	Youtube
NLP	Efficient Passage Retrieval with Hashing for Open-domain Question Answering(BPR)	Youtube
NLP	LORA: LOW-RANK ADAPTATION OF LARGE LANGUAGE MODELS	Youtube
NLP	Weakly-supervised Text Classification Based on Keyword Graph	Youtube
NLP	Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation	Youtube
NLP	AEDA: An Easier Data Augmentation Technique for Text Classification	Youtube
NLP	GTRANS-Grouping and Fusing Transformer Layers for Neural Machine Translation	Youtube
NLP	SPLADE : Sparse Lexical and Expansion Model for First Stage Ranking	Youtube
NLP	Debiased Contrastive learning of Unsupervised Sentence Representation	Youtube
NLP	Calibrating Sequence Likelihood Improves Conditional Language Generation	Youtube
NLP	CHAIN-OF-THOUGHT PROMPTING ELICITS REASONING IN LARGE LANGUAGE MODELS	Youtube
NLP	A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction	Youtube
NLP	Improving Neural Machine Translation with Soft Template Prediction	Youtube
NLP	Minerva - Solving Quantitative Reasoning Problems with Language Models	Youtube
NLP	PaLM: Scaling Language Modeling with Pathways	Youtube
NLP	Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning	Youtube
NLP	Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond	Youtube
NLP	BRIO: Bringing Order to Abstractive SummarizationS	Youtube
NLP	Towards Robust and Reproducible Active Learning using Neural Networks	Youtube
NLP	Scaling Instruction-Finetuned Language Models	Youtube
NLP	Packed Levitated Marker for Entity and Relation Extraction	Youtube
NLP	LLaMA Review!	Youtube
NLP	P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks	Youtube
NLP	MCSE:Multimodal Contrastive Learning of Sentence Embeddings	Youtube
NLP	Hyperbolic Image Embeddings	Youtube
NLP	LIMA Less Is More for Alignment	Youtube
NLP	Instruct GPT : Training language models to follow instructions with human feedback	Youtube
NLP	Iter-RetGen : Enhancing Retrieval augmented Large Language Models with Iterative Retrieval	Youtube
NLP	Textbooks Are All You need	Youtube
NLP	Embedding Text in Hyperbolic space	Youtube
NLP	OpineSum : Entailment based self training for abstractive opinion summarization	Youtube
NLP	Do Androids Laugh at Electric Sheep Humor “Understanding” Benchmarks from The New Yorker Caption	Youtube
Vision	YOLO	Youtube paper	Object detection
Vision	YOLO-v2	Youtube	Object detection
Vision	Resnet	Youtube paper	Image classification
Vision	GAN	Youtube	Generative Adversarial Networks, Generative Models
Vision	Image Style Transfer Using CNN	Youtube	Convolutional Neu- ral Network
Vision	SINGAN	Youtube	Image Generation, Image Manipulation
Vision	FCN	Youtube	Semantic Segmentation Models
Vision	DeepLabV3	Youtube	Semantic Segmentation Models
Vision	Unet	Youtube paper	Cell Segmentation, Multi-tissue Nucleus Segmentation
Vision	CyCADA	Youtube	Domain Adaptation, Semantic Segmentation
Vision	D-SNE	Youtube	Domain Adaptation
Vision	Faster-RCNN	Youtube	Real-Time Object Detection, Region Proposal
Vision	Weakly Supervised Object Detection With Segmentation Collaboration	Youtube	General Classification, Image Classification
Vision	Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias	Youtube	object classification
Vision	data efficient image recognition with contrastive predictive coding	Youtube	General Classification, Object Detection
Vision	Deep Feature Consistent Variational Autoencoder	Youtube	Style Transfer
Vision	Attention Branch Network: Learning of Attention Mechanism for Visual Explanation	Youtube	Decision Making, Image Classification
Vision	RELATION-SHAPE CONVOLUTIONAL NEURAL NETWORK FOR POINT CLOUD ANALYSIS	Youtube
Vision	EfficientNet	Youtube
Vision	Deep Clustering for Unsupervised Learning of Visual Features	Youtube	Deep Clustering, Image Clustering
Vision	Boosting Few-shot visual learning with self-supervision	Youtube	Few-Shot Learning, Self-Supervised Learning
Vision	Rethinking Pre-training and Self-training	Youtube	Data Augmentation, Object Detection
Vision	BYOL : Bootstrap Your Own Latent	Youtube	Representation Learning, Self-Supervised Image Classification
Vision	Deep Image Prior	Youtube	Image Denoising, Image Inpainting
Vision	Object-Centric Learning with Slot Attention	Youtube	Object Discovery
Vision	Yolo V4	Youtube	Data Augmentation, Real-Time Object Detection
Vision	Dynamic Routing Between Capsules	Youtube	Image Classification
Vision	Semi-Supervised Classification with Graph Convolutional Network	Youtube	Classification, Document Classification
Vision	Generative Pretraining from Pixels	Youtube	Representation Learning, Self-Supervised Image Classification
Vision	MaskFlownet	Youtube	Feature Matching
Vision	Adversarial Robustness through Local Linearization	Youtube	Adversarial Defense, Adversarial Robustness
Vision	Locating Objects Without Bounding Boxes	Youtube	Object Localization
Vision	Training data-efficient image transformers & distillation through attention	Youtube	Document Image Classification, Document Layout Analysis
Vision	What Makes Training Multi-modal Classification Networks Hard?	Youtube	Action Classification, Action Recognition
Vision	Meta-Transfer Learning for Zero-Shot Super-Resolution	Youtube	Image Super-Resolution, Meta-Learning
Vision	Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation	Youtube	Anomaly Detection, Self-Supervised Learning
Vision	Style GAN	Youtube	Disentanglement, Image Generation
Vision	High-Performance Large-Scale Image Recognition Without Normalization	Youtube	Image Classification
Vision	Focal Loss for Dense Object Detection	Youtube
Vision	Editing in Style : Uncovering the Local Semantics of GANs	Youtube	Dense Object Detection, Long-tail Learning
Vision	EfficientNet 2	Youtube	Convolutional Neural Networks, Image Models
Vision	Style Clip	Youtube	Image Manipulation
Vision	Swin Transformer	Youtube	Image Models, Vision Transformers
Vision	NBDT: Neural-backed Decision Tree	Youtube	Neural-Backed Decision Trees
Vision	EfficientDet	Youtube	Semantic Segmentation Models, One-Stage Object Detection Models, Object Detection Models
Vision	MLP - MIXER: An all-MLP Architecture for Vision	Youtube	Image Classification
Vision	You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection	Youtube	Object Detection
Vision	Hierarchical Long-term Video Frame Prediction without Supervision	Youtube	Video Prediction
Vision	Closed-Form Factorization of Latent Semantics in GANs	Youtube	Image Generation, Image Manipulation
Vision	You Only Learn One Representation: Unified Network for Multiple Tasks	Youtube	Multi-Task Learning, Real-Time Object Detection
Vision	StyleSpace Analysis	Youtube	Image Generation
Vision	Representative graph neural network	Youtube	Representative Graph, Dynamic Sampling, Semantic Segmentation
Vision	YOLOX	Youtube	One-Stage Object Detection Models
Vision	Joint Contrastive Learning with Infinite Possibilities	Youtube	Contrastive Learning
Vision	Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation	Youtube	Image Classification, Neural Architecture Search
Vision	Explaining in style training a gan to explain a classifier in stylespace	Youtube	Image Classification
Vision	End-to-End Semi-Supervised Object Detection with Soft Teacher	Youtube	Instance Segmentation, Object Detection
Vision	Understanding Dimensional Collapse in Contrastive Self Supervised Learning	Youtube	Contrastive Learning, Learning Theory
Vision	Encoding in Style: a Style Encoder for Image-to-Image Translation	Youtube	Conditional Image Generation, Face Generation
Vision	Detection in Crowded Scenes: One Proposal, Multiple Predictions	Youtube	Object Detection, Pedestrian Detection
Vision	A Normalized Gaussian Wasserstein Distance for Tiny Object Detection	Youtube	Object Detection
Vision	Siamese Neural network for one-shot image recognition	Youtube	One-Shot Learning
Vision	Grounded Language-Image Pre-training	Youtube	Object Detection Phrase Grounding
Vision	Transfer Learning for Pose Estimation of Illustrated Characters	Youtube	Activity Recognition, Pose Estimation
Vision	Sparse R-CNN: End-to-End Object Detection with Learnable Proposals	Youtube	Object Detection, Object Recognition
Vision	NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis	Youtube	Neural Rendering, Novel View Synthesis
Vision	HRnet: Deep High-Resolution Representation Learning for Human Pose Estimation	Youtube
Vision	MobileViT : Light-weight, general-purpose, and Mobile-friendly Vision Transformer	Youtube
Vision	Effectively Leveraging Attributes for Visual Similarity	Youtube
Vision	Hard Negative Mixing for Contrastive learning	Youtube
Vision	HOTR : Human-Object Interaction Detection with Transformer	Youtube
Vision	SSD: A UNIFIED FRAMEWORK FOR SELF-SUPERVISED OUTLIER DETECTION	Youtube
Vision	StyleHEAT : One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN	Youtube
Vision	Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut	Youtube
Vision	Transfusion: Understanding Transfer Learning for Medical Imaging	Youtube
Vision	UCTransNet	Youtube
Vision	A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation	Youtube
Vision	Vision Transformer with Deformable Attention	Youtube
Vision	More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity	Youtube
Vision	PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection	Youtube
Vision	MetaFormer is Actually What You Need for Vision	Youtube
Vision	An Image is Worth 16x16 Words:Transformers for Image Recognition at Scale	Youtube
Vision	BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations	Youtube
Vision	High-Resolution Image Synthesis with Latent Diffusion Models (Stable Diffusion)	Youtube
Vision	Proper Reuse of Image Classification Features Improves Object Detection	Youtube
Vision	Voxel Field Fusion for 3D Object Detection	Youtube
Vision	MedSefDiff: Medical Image Segmentation with Diffusion Probabilistic Model	Youtube
Vision	Pix2Seq	Youtube
Vision	Self-Supervised Learning based on Heat Equation	Youtube
Vision	Cliff Diving : Exploring Reward Surfaces in Reinforcement Learning Environments	Youtube
Vision	WHAT DO VISION TRANSFORMERS LEARN?A VISUAL EXPLORATION	Youtube
Vision	InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions	Youtube
Vision	Cut and Learn for Unsupervised Object Detection and Instance Segmentation	Youtube
Vision	The Forward-Forward Algorithm: Some Preliminary Investigations	Youtube
Vision	Visual Prompt Tuning	Youtube
Vision	Dataset Distillation by Matching Training Trajectories	Youtube
Vision	YOLO v6	Youtube
Vision	InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning	Youtube
Vision	ImageBind One Embedding Space To Bind Them All	Youtube
Vision	Learning to Generate Text grounded Mask for Open world Semantic Segmentation from Only Image-Text Pairs	Youtube
Vision	Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold	Youtube
Vision	Segment Anything in High Quality	Youtube
Vision	Multi Domain Learning for Motion Magnification	Youtube
Vision	3D Gaussian Splatting for Real Time Radiance Field Rendering	Youtube
Vision	VoxelNet End-to-End Learning for Point Cloud Based 3D Object Detection	Youtube
Vision	DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation	Youtube
Vision	MIC Masked Image Consistency for Context Enhanced Domain Adaptation	Youtube
Recommend System	Matrix Factorization Technique for Recommender System	Youtube paper	Recommendation system
Recommend System	Collaborative Filtering for Implicit Feedback Dataset	Youtube	recommender systems, Collaborative Filtering
Speech	A comparison of S2S models for speech recognition	Youtube paper	Speech Recognition
Fundamental	RAdam	Youtube blog paper	Regularization, Stochastic Optimization
Fundamental	Stacked Auto Encoder for the P300 Component Detection	Youtube	brain-computer interfaces
Fundamental	A survey on Image Data Augmentation for DL	Youtube paper	Data augmentation, 3D Human Pose Estimation
Fundamental	Training Confidence-calibrated classifiers for detecting out of distribution samples	Youtube	classifiers
Fundamental	AdamW	Youtube blog	stochastic optimization
Fundamental	Stargan	Youtube	Image-to-Image Translation, Translation
Fundamental	Drop-out	Youtube	Dropout, Data augmentation
Fundamental	BLEU: a Method for Automatic Evaluation of Machine Translation	Youtube	evaluation
Fundamental	t-SNE	Youtube	Dimensionality Reduction
Fundamental	Gpipe	Youtube	Synchronous Pipeline Parallel, Model Parallel Methods
Fundamental	explainable ai	Youtube	interpretability, sensitivity analysis
Fundamental	TAPAS	Youtube	Deep Tabular Learning, Table Question Answering Models
Fundamental	Learning both Weights and Connections for Efficient Neural Networks	Youtube	Neural networks
Fundamental	ReVACNN	Youtube	Visualization, Convolutional Neural Network
Fundamental	The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks	Youtube	Network Pruning
Fundamental	ALPHAGO : Mastering the game of Go with Deep Neural Networks and Tree Search	Youtube	deep neural networks, tree search
Fundamental	A Baseline for Few-Shot Image Classification	Youtube	FEW-SHOT IMAGE CLASSIFICATION
Fundamental	Sharp Minima Can Generalize For Deep Nets	Youtube	deep learning architectures
Fundamental	Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks	Youtube	Multi-Domain Hybrid Neural Networks
Fundamental	Pruning from Scratch	Youtube	Network Pruning
Fundamental	Do We Need Zero Training Loss After Achieving Zero Training Error?	Youtube	Training Loss
Fundamental	Deep Recurrent Q-Learning for Partially Observable MDPs	Youtube	Atari Games, OpenAI Gym
Fundamental	Large Margin Deep Networks for Classification	Youtube	Classification, Data Augmentation
Fundamental	generating wikipedia by summarizing long sequences	Youtube	Document Summarization, Extractive Summarization
Fundamental	Plug and Play Language Models: A Simple Approach to Controlled Text Generation	Youtube	Language Modelling, Text Generation
Fundamental	What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?	Youtube	Depth Estimation, Semantic Segmentation
Fundamental	KRED	Youtube	Entity Embeddings, News Recommendation
Fundamental	Early Stopping as nonparametric Variational	Youtube	Variational Inference
Fundamental	Sharpness Aware Minimization for efficeintly improving generalization	Youtube	GENERALIZATION
Fundamental	Neural Graph Collaborative Filtering	Youtube	Collaborative Filtering, Link Prediction
Fundamental	Restricting the Flow: Information Bottlenecks for Attribution	Youtube	Decision Making
Fundamental	Real world Anomaly Detection in Surveillance Videos	Youtube	Activity Recognition, Anomaly Detection In Surveillance Videos
Fundamental	BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction	Youtube	Image Classification Object Detection
Fundamental	Deep sets (2017 NIPS)	Youtube	designing models
Fundamental	StyleGAN2	Youtube	Generative Adversarial Networks, Generative Models
Fundamental	Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels	Youtube	Image Classification
Fundamental	Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems	Youtube	Recommendation Systems
Fundamental	Longformer: The Long-Document Transformer	Youtube	Language Modelling, Question Answering
Fundamental	soft actor critic	Youtube	Policy Gradient Methods
Fundamental	Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search	Youtube	Object Detection
Fundamental	The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers	Youtube	Image Classification, online learning
Fundamental	Meta HIN	Youtube	Social and Information Networks
Fundamental	When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations	Youtube	Domain Generalization, Fine-Grained Image Classification
Fundamental	Self similarity Student for Partial Label Histopathology Image Segmentation	Youtube	Semantic Segmentation, whole slide images
Fundamental	ANALYSING MATHEMATICAL REASONING ABILITIES OF NEURAL MODELS	Youtube	Mathematical Reasoning, Math Word Problem Solving
Fundamental	Self-training Improves Pre-training for Natural Language Understanding	Youtube	Data Augmentation, Few-Shot Learning
Fundamental	Preference Amplification in Recommender Systems	Youtube	Recommender Systems
Fundamental	Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation	Youtube	Partial Domain Adaptation, Representation Learning
Fundamental	Evaluating Classifiers by Means of Test Data with Noisy Labels	Youtube	Evaluating Classifiers
Fundamental	Progressive Identification of True Labels for Partial-Label Learning	Youtube	Partial Label Learning, Stochastic Optimization
Fundamental	Fine-grained Interest Matching For Neural News Recommendation	Youtube	News Recommendation
Fundamental	Adversarial Reinforced Learning for Unsupervised Domain Adaptation	Youtube	Transfer Learning
Fundamental	Neural Tangent Kernel - Convergence and Generalization in neural Network	Youtube	Gaussian Processes
Fundamental	Intriguing Properties of Contrastive Losses	Youtube	Contrastive Learning, Data Augmentation
Fundamental	Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets	Youtube	Overfitting
Fundamental	Transformer Interpretability Beyond Attention Visualization	Youtube	Classification, General Classification
Fundamental	How does unlabeled data improve generalization in self-training?	Youtube	semi-supervised learning algorithm
Fundamental	Rainbow: Combining Improvements in Deep Reinforcement Learning	Youtube	Montezuma's Revenge
Fundamental	Once-for-All: Train One Network and Specialize it for Efficient Deployment	Youtube
Fundamental	Effective Diversity in Population Based Reinforce Learning	Youtube
Fundamental	Fine-Tuning can Distort Pretrained Features and Under perform Out-of-Distribution	Youtube
Fundamental	GCN-LRP explanationexploring latent attention of graph convolutional networks	Youtube
Fundamental	Towards Safe Online Reinforced Learning in Computer Systems	Youtube
Fundamental	Conflict-Averse Gradient Descent for Multi-task Learning	Youtube
Fundamental	Explainability Methods for Graph Convolutional Neural Networks	Youtube
Fundamental	Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning	Youtube
Fundamental	Efficiently Identifying Task Grouping for Multi-Task Learning	Youtube
Fundamental	DeepFM: A Factorization-Machine based Neural Network for CTR Prediction	Youtube
Fundamental	Deep Neural Networks for YouTube Recommendations	Youtube
reinforcement learning	Deep reinforcement learning from human preferences	Youtube
reinforcement learning	Distributional Reinforcement Learning via Moment Matching	Youtube
reinforcement learning	Online Continual Learning on class Incremental Blurry Task Configuration with anytime inference	Youtube
reinforcement learning	Dream To Control : Learning Behaviors by Latent Imagination	Youtube
reinforcement learning	Proximal Policy Optimization Algorithms	Youtube
reinforcement learning	Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs	Youtube
reinforcement learning	VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning	Youtube
reinforcement learning	mPLUG: Effective and Efficient Vision-Language Learning byCross-modal Skip-connections	Youtube
reinforcement learning	MOReL: Model-Based OfflineReinforcement Learning	Youtube
reinforcement learning	RL upside down	Youtube
reinforcement learning	Trans Dreamer	Youtube
reinforcement learning	Trajectory Transformer	Youtube
reinforcement learning	Addressing Optimism Bias in Sequence Modeling for RL	Youtube