Paper notes and presentations
Organized by the year I made the notes or slides. Publication venues and years follow the paper titles.
2025
- Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment, arXiv 2025 postpaper
- LoRA: Low-Rank Adaptation of Large Language Models, ICLR 2022 postpaper
- Adding Conditional Control to Text-to-Image Diffusion Models, ICCV 2023 postpaper
- ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions, CVPR 2024 postpaper
2024
- EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies, WACV 2024 slidepaper
- Generative Unlearning for Any Identity, CVPR 2024 slidepaper
- CVPR 2024 virtual attendance slide
- AMI-Net: Adaptive Mask Inpainting Network for Industrial Anomaly Detection and Localization, T-ASE 2024 slide
- Active token mixer, AAAI 2023 slidepaper
- Continuous Memory Representation for Anomaly Detection slidepaper
2023
- Learning loss for active learning, CVPR 2019 slidepaper
- Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation, WACV 2024 slidepaper
- Emerging properties in self-supervised vision transformers, ICCV 2021 slidepaper
- SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection, CVPR 2023 slidepaper
- CVPR 2023 virtual attendance slide
- DRAEM-a discriminatively trained reconstruction embedding for surface anomaly detection, ICCV 2021 slidepaper
- Reconstruction by inpainting for visual anomaly detection, Pattern Recognition 2021 slidepaper
2022
- Palette: Image-to-Image Diffusion Models, SIGGRAPH 2022 slidepaper
- Visualizing the Loss Landscape of Neural Nets, NeurIPS 2018 slidepaper
- Old Photo Restoration via Deep Latent Space Translation, T-PAMI 2022 slidepaper
- Rethinking Reconstruction Autoencoder-Based Out-of-Distribution Detection, CVPR 2022 slidepaper
- CVPR 2022 virtual attendance slide
- MLP-Mixer: An all-MLP Architecture for Vision, NeurIPS 2021 slidepaper
- Im2Vec: Synthesizing Vector Graphics without Vector Supervision, CVPR 2021 slidepaper
- Transformer Applications in ICCV 2021 slide