Humphrey Shi

Beyond Realism: Learning the Art of Expressive Composition with StickerNet WACV 2026 DuoGen: Towards Autonomous Interleaved Multimodal Generation CVPR 2026 MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models CVPR 2026 PAI-Bench: A Comprehensive Benchmark For Physical AI CVPR 2026 Safe Vision-Language Models via Unsafe Weights Manipulation WACV 2026 SAGE: Training Smart Any-Horizon Agents for Long Video Reasoning with Reinforcement Learning CVPR 2026 ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance ICLR 2025 CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting ICCV 2025 Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders ICLR 2025 Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment CVPR 2025 HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models ICLR 2025 HyPiDecoder: Hybrid Pixel Decoder for Efficient Segmentation and Detection ICCV 2025 IMG: Calibrating Diffusion Models via Implicit Multimodal Guidance ICCV 2025 StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text CVPR 2025 T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation ICCV 2025 Benchmarking Object Detectors with COCO: A New Path Forward ECCV 2024 Brush2Prompt: Contextual Prompt Generator for Object Inpainting CVPR 2024 Collaborative Vision-Text Representation Optimizing for Open-Vocabulary Segmentation ECCV 2024 Continuous Adaptation for Interactive Segmentation Using Teacher-Student Architecture WACV 2024 CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts NeurIPS 2024 Diffusion for Natural Image Matting ECCV 2024 FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude WACV 2024 Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level NeurIPS 2024 FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models NeurIPS 2024 OpenBias: Open-set Bias Detection in Text-to-Image Generative Models CVPR 2024 PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor CVPR 2024 Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models CVPR 2024 Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models CVPR 2024 Social Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative Community ICLR 2024 Towards Better Structured Pruning Saliency by Reorganizing Convolution WACV 2024 VCoder: Versatile Vision Encoders for Multimodal Large Language Models CVPR 2024 Video Instance Matting WACV 2024 VMFormer: End-to-End Video Matting With Transformer WACV 2024 Zero-Painter: Training-Free Layout Control for Text-to-Image Synthesis CVPR 2024 Automatic High Resolution Wire Segmentation and Removal CVPR 2023 Boosted Dynamic Neural Networks AAAI 2023 Graph Transformer GANs for Graph-Constrained House Generation CVPR 2023 Image Completion With Heterogeneously Filtered Spectral Hints WACV 2023 Keys To Better Image Inpainting: Structure and Texture Go Hand in Hand WACV 2023 Learning Mask-aware CLIP Representations for Zero-Shot Segmentation NeurIPS 2023 MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices ICCV 2023 More Control for Free! Image Synthesis With Semantic Diffusion Guidance WACV 2023 Neighborhood Attention Transformer CVPR 2023 OneFormer: One Transformer To Rule Universal Image Segmentation CVPR 2023 Sim2RealVS: A New Benchmark for Video Stabilization With a Strong Baseline WACV 2023 Specialist Diffusion: Plug-and-Play Sample-Efficient Fine-Tuning of Text-to-Image Diffusion Models To Learn Any Unseen Style CVPR 2023 Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators ICCV 2023 Versatile Diffusion: Text, Images and Variations All in One Diffusion Model ICCV 2023 Zero-Shot Generative Model Adaptation via Image-Specific Prompt Learning CVPR 2023 AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition CVPR 2022 AdaFocusV3: On Unified Spatial-Temporal Dynamic Video Recognition ECCV 2022 Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search WACV 2022 DiSparse: Disentangled Sparsification for Multitask Model Compression CVPR 2022 Mask Matching Transformer for Few-Shot Segmentation NeurIPS 2022 Object Localization Under Single Coarse Point Supervision CVPR 2022 Point-to-Box Network for Accurate Object Detection via Single Point Supervision ECCV 2022 SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image ECCV 2022 Towards Layer-Wise Image Vectorization CVPR 2022 VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution CVPR 2022 Adaptive Consistency Regularization for Semi-Supervised Transfer Learning CVPR 2021 A Multi-Mode Modulator for Multi-Domain Few-Shot Classification ICCV 2021 Any-Precision Deep Neural Networks AAAI 2021 CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation AAAI 2021 High-Resolution Deep Image Matting AAAI 2021 Interpretable Visual Reasoning via Induced Symbolic Space ICCV 2021 Learning to Track Instances without Video Annotations CVPR 2021 Rethinking Text Segmentation: A Novel Dataset and a Text-Specific Refinement Approach CVPR 2021