Jiaya Jia

TraveLLaMA: A Multimodal Travel Assistant with Large-Scale Dataset and Structured Reasoning AAAI 2026 TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization ACL 2026 SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation ACL 2026 Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition ICCV 2025 Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code ICCV 2025 MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers ICCV 2025 Generative Video Propagation CVPR 2025 TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization ICML 2025 Enhancing LLM Knowledge Learning through Generalization EMNLP 2025 Logits-Based Finetuning EMNLP 2025 QuickLLaMA: Query-aware Inference Acceleration for Large Language Models COLING 2025 GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning ICML 2025 VisionZip: Longer is Better but Not Necessary in Vision Language Models CVPR 2025 MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation ICLR 2025 DreamOmni: Unified Image Generation and Editing CVPR 2025 Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? ICCV 2025 LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models ECCV 2024 Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models ECCV 2024 Video-P2P: Video Editing with Cross-attention Control CVPR 2024 OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation CVPR 2024 LISA: Reasoning Segmentation via Large Language Model CVPR 2024 SaCo Loss: Sample-wise Affinity Consistency for Vision-Language Pre-training CVPR 2024 GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding CVPR 2024 Unified Language-driven Zero-shot Domain Adaptation CVPR 2024 Prompt Highlighter: Interactive Control for Multi-Modal LLMs CVPR 2024 Scalable Language Model with Generalized Continual Learning ICLR 2024 LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models ICLR 2024 MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs NIPS 2024 RL-GPT: Integrating Reinforcement Learning and Code-as-policy NIPS 2024 LogoSticker: Inserting Logos into Diffusion Models for Customized Generation ECCV 2024 LLMGA: Multimodal Large Language Model based Generation Assistant ECCV 2024 TriVol: Point Cloud Rendering via Triple Volumes CVPR 2023 Rethinking Out-of-Distribution (OOD) Detection: Masked Image Modeling Is All You Need CVPR 2023 Point2Pix: Photo-Realistic Point Cloud Rendering via Neural Radiance Fields CVPR 2023 Spherical Transformer for LiDAR-Based 3D Recognition CVPR 2023 VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking CVPR 2023 Understanding Imbalanced Semantic Segmentation Through Neural Collapse CVPR 2023 Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution AAAI 2023 High Quality Entity Segmentation ICCV 2023 FocalFormer3D: Focusing on Hard Instance for 3D Object Detection ICCV 2023 End-to-end 3D Tracking with Decoupled Queries ICCV 2023 Mask-Attention-Free Transformer for 3D Instance Segmentation ICCV 2023 Removing Anomalies as Noises for Industrial Defect Localization ICCV 2023 Command-Driven Articulated Object Understanding and Manipulation CVPR 2023 Hierarchical Dense Correlation Distillation for Few-Shot Segmentation CVPR 2023 Ref-NPR: Reference-Based Non-Photorealistic Radiance Fields for Controllable Scene Stylization CVPR 2023 LargeKernel3D: Scaling Up Kernels in 3D Sparse CNNs CVPR 2023 Real-World Image Variation by Aligning Diffusion Inversion Chain NIPS 2023 DiffComplete: Diffusion-based Generative 3D Shape Completion NIPS 2023 Learning Context-Aware Classifier for Semantic Segmentation AAAI 2023 EfficientNeRF Efficient Neural Radiance Fields CVPR 2022 Stratified Transformer for 3D Point Cloud Segmentation CVPR 2022 SNR-Aware Low-Light Image Enhancement CVPR 2022 High Quality Segmentation for Ultra High-Resolution Images CVPR 2022 Multi-View Transformer for 3D Visual Grounding CVPR 2022 Unifying Voxel-based Representation with Transformer for 3D Object Detection NIPS 2022 Voxel Field Fusion for 3D Object Detection CVPR 2022 MAT: Mask-Aware Transformer for Large Hole Image Inpainting CVPR 2022 Focal Sparse Convolutional Networks for 3D Object Detection CVPR 2022 Tracking Objects As Pixel-Wise Distributions ECCV 2022 CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation ECCV 2022 DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation ECCV 2022 Video Frame Interpolation With Transformer CVPR 2022 A Unified Query-Based Paradigm for Point Cloud Understanding CVPR 2022 TWIST: Two-Way Inter-Label Self-Training for Semi-Supervised 3D Instance Segmentation CVPR 2022 Generalized Few-Shot Semantic Segmentation CVPR 2022 Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment ICCV 2021 Blending Anti-Aliasing into Vision Transformer NIPS 2021 Distilling Knowledge via Knowledge Review CVPR 2021 Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency CVPR 2021 Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021 Self-Supervised 3D Mesh Reconstruction From Single Images CVPR 2021 Multi-Scale Aligned Distillation for Low-Resolution Detection CVPR 2021 Scale-Aware Automatic Augmentation for Object Detection CVPR 2021 Fully Convolutional Networks for Panoptic Segmentation CVPR 2021 MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution CVPR 2021 Bidirectional Projection Network for Cross Dimension Scene Understanding CVPR 2021 Improving Calibration for Long-Tailed Recognition CVPR 2021 Image Synthesis via Semantic Composition ICCV 2021 Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation ICCV 2021 Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation ICCV 2021 Deep Structured Instance Graph for Distilling Object Detectors ICCV 2021 Video Instance Segmentation With a Propose-Reduce Paradigm ICCV 2021 Learnable Boundary Guided Adversarial Training ICCV 2021 Point Transformer ICCV 2021 Parametric Contrastive Learning ICCV 2021 Particularity beyond Commonality: Unpaired Identity Transfer with Multiple References ECCV 2020 MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution ECCV 2020 CN: Channel Normalization For Point Cloud Recognition ECCV 2020 Memory Selection Network for Video Propagation ECCV 2020 VCNet: A Robust Approach to Blind Image Inpainting ECCV 2020 LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-resolution and Beyond NIPS 2020 Exploring Self-Attention for Image Recognition CVPR 2020 PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation CVPR 2020 Attentive Normalization for Conditional Image Generation CVPR 2020 Domain Adaptive Image-to-Image Translation CVPR 2020 3DSSD: Point-Based 3D Single Stage Object Detector CVPR 2020 DSGN: Deep Stereo Geometry Network for 3D Object Detection CVPR 2020 Associatively Segmenting Instances and Semantics in Point Clouds CVPR 2019 STD: Sparse-to-Dense 3D Object Detector for Point Cloud ICCV 2019 Aggregation via Separation: Boosting Facial Landmark Detector With Semi-Supervised Style Translation ICCV 2019 AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation ICCV 2019 Attribute-Driven Spontaneous Motion in Unpaired Image Translation ICCV 2019 Fast and Practical Neural Architecture Search ICCV 2019 View Independent Generative Adversarial Network for Novel View Synthesis ICCV 2019 Fast Point R-CNN ICCV 2019 Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation ICCV 2019 Wide-Context Semantic Image Extrapolation CVPR 2019 PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing CVPR 2019 3D Motion Decomposition for RGBD Future Dynamic Scene Synthesis CVPR 2019 Semantic Component Decomposition for Face Attribute Manipulation CVPR 2019 Learning Shape-Aware Embedding for Scene Text Detection CVPR 2019 Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections CVPR 2019 Amodal Instance Segmentation With KINS Dataset CVPR 2019 Underexposed Photo Enhancement Using Deep Illumination Estimation CVPR 2019 Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation CVPR 2019 Semi-Parametric Image Synthesis CVPR 2018 ICNet for Real-Time Semantic Segmentation on High-Resolution Images ECCV 2018 SegStereo: Exploiting Semantic Information for Disparity Estimation ECCV 2018 Image Inpainting via Generative Multi-column Convolutional Neural Networks NIPS 2018 Sequential Context Encoding for Duplicate Removal NIPS 2018 Facelet-Bank for Fast Portrait Manipulation CVPR 2018 GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation CVPR 2018 PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV 2018 Compositing-aware Image Search ECCV 2018 GAL: Geometric Adversarial Loss for Single-View 3D-Object Reconstruction ECCV 2018 Referring Image Segmentation via Recurrent Refinement Networks CVPR 2018 Scale-Recurrent Network for Deep Image Deblurring CVPR 2018 Path Aggregation Network for Instance Segmentation CVPR 2018 Situation Recognition With Graph Neural Networks ICCV 2017 Pyramid Scene Parsing Network CVPR 2017 Zero-Order Reverse Filtering ICCV 2017 Unsupervised Learning of Stereo Matching ICCV 2017 High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits ICCV 2017 SGN: Sequential Grouping Networks for Instance Segmentation ICCV 2017 Detail-Revealing Deep Video Super-Resolution ICCV 2017 Makeup-Go: Blind Reversion of Portrait Edit ICCV 2017 3D Graph Neural Networks for RGBD Semantic Segmentation ICCV 2017 Visual Question Answering with Question Representation Update (QRU) NIPS 2016 Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016 ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation CVPR 2016 Video Super-Resolution via Deep Draft-Ensemble Learning ICCV 2015 Understanding and Diagnosing Visual Tracking Systems ICCV 2015 Semantic Segmentation With Object Clique Potential ICCV 2015 Box Aggregation for Proposal Decimation: Last Mile of Object Detection ICCV 2015 Deep Edge-Aware Filters ICML 2015 Handling Motion Blur in Multi-Frame Super-Resolution CVPR 2015 Deep LAC: Deep Localization, Alignment and Classification for Fine-Grained Recognition CVPR 2015 Just Noticeable Defocus Blur Detection and Estimation CVPR 2015 Contour Box: Rejecting Object Proposals Without Explicit Closed Contours ICCV 2015 Mutual-Structure for Joint Filtering ICCV 2015 Two-Class Weather Classification CVPR 2014 Deep Convolutional Neural Network for Image Deconvolution NIPS 2014 Learning Important Spatial Pooling Regions for Scene Classification CVPR 2014 Discriminative Blur Detection Features CVPR 2014 100+ Times Faster Weighted Median Filter (WMF) CVPR 2014 L0 Regularized Stationary Time Estimation for Crowd Group Analysis CVPR 2014 Range-Sample Depth Feature for Action Recognition CVPR 2014 Hierarchical Saliency Detection CVPR 2013 Online Robust Dictionary Learning CVPR 2013 SCMF: Sparse Covariance Matrix Factorization for Collaborative Filtering IJCAI 2013 Abnormal Event Detection at 150 FPS in MATLAB ICCV 2013 Cross-Field Joint Image Restoration via Scale Map ICCV 2013 Forward Motion Deblurring ICCV 2013 CoDeL: A Human Co-detection and Labeling Framework ICCV 2013 Unnatural L0 Sparse Representation for Natural Image Deblurring CVPR 2013