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Issues list

SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training Neural Network Tabular data
#59 opened Nov 5, 2024 by shnakazawa
EarlyBERT: Efficient BERT Training via Early-Bird Lottery Tickets Encoder model Model compression Natural language processing Papers related to NLP Transformer Papers using transformer
#58 opened Oct 21, 2024 by shnakazawa
Retrieval-Augmented Generation for Large Language Models: A Survey LLM Review article
#57 opened Oct 7, 2024 by shnakazawa
Lightgbm: A Highly Efficient Gradient Boosting Decision Tree Machine learning general Tabular data
#56 opened Sep 24, 2024 by shnakazawa
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery Agent simulation Code generation Evaluation LLM
#55 opened Sep 9, 2024 by shnakazawa
Is Cosine-Similarity of Embeddings Really About Similarity? Distributed representation e.g. word2vec, fastText Machine learning general Recommendation
#54 opened Aug 26, 2024 by shnakazawa
2
Accelerating Material Design with the Generative Toolkit for Scientific Discovery Generative model e.g. GAN, Diffusion Model Materials informatics
#53 opened Aug 13, 2024 by shnakazawa
Structured Denoising Diffusion Models in Discrete State-Spaces Generative model e.g. GAN, Diffusion Model Natural language processing Papers related to NLP
#52 opened Jul 29, 2024 by shnakazawa
Denoising Diffusion Probabilistic Models Generative model e.g. GAN, Diffusion Model
#51 opened Jul 16, 2024 by shnakazawa
Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization Computer vision Papers related to computer vision
#50 opened Jul 1, 2024 by shnakazawa
The Automatic Statistician Machine learning general
#49 opened Jun 17, 2024 by shnakazawa
AutoCodeRover: Autonomous Program Improvement Agent simulation Code generation LLM
#48 opened Jun 3, 2024 by shnakazawa
AgentCoder: Multi-Agent-Based Code Generation with Iterative Testing and Optimisation Agent simulation Code generation LLM
#47 opened May 20, 2024 by shnakazawa
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement Code generation LLM
#46 opened May 6, 2024 by shnakazawa
CAMEL: Communicative Agents for ‘Mind’ Exploration of Large Language Model Society Agent simulation LLM
#45 opened Apr 21, 2024 by shnakazawa
Predicting and Improving Complex Beer Flavor through Machine Learning Materials informatics Tabular data
#44 opened Apr 7, 2024 by shnakazawa
Deep Double Descent: Where Bigger Models and More Data Hurt Machine learning general
#43 opened Mar 25, 2024 by yonesuke0716
Harnessing Large Language Models as Post-Hoc Correctors LLM Materials informatics
#42 opened Mar 10, 2024 by shnakazawa
Self-Driving Laboratories to Autonomously Navigate the Protein Fitness Landscape Bioinformatics Materials informatics
#41 opened Feb 26, 2024 by shnakazawa
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models LLM Reinforcement Learning
#40 opened Feb 12, 2024 by shnakazawa
A survey of loss function for semantic segmentation Machine learning general segmentation
#39 opened Jan 29, 2024 by masa-suke
@masa-suke
Data quantity governance for machine learning in materials science. Machine learning general Materials informatics
#38 opened Jan 15, 2024 by kanazashi-s
Forecasting at Scale Tabular data Time-series
#37 opened Jan 4, 2024 by shnakazawa
BayesFormer: Transformer with Uncertainty Estimation Evaluation Natural language processing Papers related to NLP Neural Network Transformer Papers using transformer
#36 opened Dec 18, 2023 by shnakazawa
Utilizing Reinforcement Learning for de Novo Drug Design Materials informatics Reinforcement Learning
#35 opened Dec 4, 2023 by shnakazawa
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