Zhanyu Ma

Curriculum Group Policy Optimization: Adaptive Sampling for Unleashing the Potential of Text-to-Image Generation CVPR 2026 Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models ACL 2026 EthoCLIP: Ontology-Enhanced Video-Language Pretraining for Animal Behavior Understanding CVPR 2026 Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management ACL 2026 IncreFA: Breaking the Static Wall of Generative Model Attribution CVPR 2026 MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision AAAI 2026 MIX-based Foreground and Background Patch Augmentation Guided by Physics and Material Properties for X-ray Detection WACV 2026 Seeing as Experts Do: A Knowledge-Augmented Agent for Open-Set Fine-Grained Visual Understanding CVPR 2026 Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance AAAI 2026 Small Object, Great Challenge: A Benchmark for Small Object Visual Grounding CVPR 2026 SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation WACV 2026 ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer CVPR 2025 FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models ICCV 2025 PIDSR: Complementary Polarized Image Demosaicing and Super-Resolution CVPR 2025 PMNI: Pose-free Multi-view Normal Integration for Reflective and Textureless Surface Reconstruction CVPR 2025 PolarAnything: Diffusion-based Polarimetric Image Synthesis ICCV 2025 PolGS: Polarimetric Gaussian Splatting for Fast Reflective Surface Reconstruction ICCV 2025 VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning ICCV 2025 Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding NeurIPS 2024 Benchmarking Segmentation Models with Mask-Preserved Attribute Editing CVPR 2024 DemoFusion: Democratising High-Resolution Image Generation With No $$$ CVPR 2024 Dual-Prior Augmented Decoding Network for Long Tail Distribution in HOI Detection AAAI 2024 Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT NeurIPS 2024 NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images CVPR 2024 An Erudite Fine-Grained Visual Classification Model CVPR 2023 Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification AAAI 2023 Multi-View Active Fine-Grained Visual Recognition ICCV 2023 On-the-Fly Category Discovery CVPR 2023 SLDT: Sequential Latent Document Transformer for Multilingual Document-based Dialogue ACL 2023 Task-aware Adaptive Learning for Cross-domain Few-shot Learning ICCV 2023 HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System COLING 2022 Learning Invariant Visual Representations for Compositional Zero-Shot Learning ECCV 2022 ScaleNet: Searching for the Model to Scale ECCV 2022 Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis ACL 2021 Your "Flamingo" is My "Bird": Fine-Grained, or Not CVPR 2021 Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches ECCV 2020 GINet: Graph Interaction Network for Scene Parsing ECCV 2020 SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval CVPR 2018 Adversarial Network Bottleneck Features for Noise Robust Speaker Verification Interspeech 2017