| Year | Journal/Conference | Title | Reviewer | Links |
|---|---|---|---|---|
| 2023 | arXiv | ControlNet : Adding Conditional Control to Text-to-Image Diffusion Models | 김현일 | Paper, Summary, PPT |
| 2022 | arXiv | Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time | 김현일 | Paper, Summary, PPT |
| 2022 | CVPR | ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-high Resolution Segmentation | 김현일 | Paper, Summary, Code, PPT |
| 2022 | arXiv | Instant Neural Graphics Primitives with a Multiresolution Hash Encoding | 김현일 | Paper, Summary, ppt |
| 2022 | arXiv | EfficientFormer : Vision Transformers at MobileNet Speed | 김현일 | Paper, Summary, ppt |
| 2022 | arxiv | Hydra Attention: Efficient Attention with Many Heads | 김현일 | Paper, Summary |
| 2021 | arXiv | Masked-attention Mask Transformer for Universal Image Segmentation | 김현일 | Paper, Summary |
| 2021 | nips | Per-Pixel Classification is Not All You Need for Semantic Segmentation | 김현일 | Paper, Summary |
| 2021 | arXiv | A Survey of Visual Transformers | 김현일 | Paper, Summary, ppt |
| 2021 | CVPR | Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers | 김현일 | Paper, Summary |
| 2021 | ICCV (Spotlight) | LAMBDANETWORKS: MODELING LONG-RANGE INTERACTIONS WITHOUT ATTENTION | 김현일 | Paper, Summary |
| 2021 | arXiv | MOBILEVIT: LIGHT-WEIGHT, GENERAL-PURPOSE, AND MOBILE-FRIENDLY VISION TRANSFORMER | 김현일 | Paper, Summary |
| 2021 | arXiv | ResNet strikes back: An improved training procedure in timm | 김현일 | Paper, Summary |
| 2020 | ECCV | NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis | 김현일 | Paper, Summary, ppt |
| Year | Journal/Conference | Title | Reviewer | Links |
|---|---|---|---|---|
| 2021 | NIPS | Does Knowledge Distillation Really Work? | 김현일 | Paper, Summary, ppt |
| 2021 | arXiv | Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results | 김현일 | Paper, Summary, ppt |
| 2021 | IJCV | Knowledge Distillation: A Survey | 김현일 | Paper, Summary, ppt |
| Year | Journal/Conference | Title | Reviewer | Links |
|---|---|---|---|---|
| 2019 | CVPR | ArcFace: Additive Angular Margin Loss for Deep Face Recognition | 김현일 | Paper, Summary |
| Year | Journal/Conference | Title | Reviewer | Links |
|---|---|---|---|---|
| 2021 | arxiv | Masked Autoencoders Are Scalable Vision Learners | 김현일 | Paper, Summary, ppt |
| Year | Journal/Conference | Title | Reviewer | Links |
|---|---|---|---|---|
| 2022 | Deep Bio ppt | Stain Normalization Survey | 김현일 | Summary,ppt |