← Authors

Jiaya Jia

164 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (136) 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (12) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸƒ Academic Marathon (12) 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (79) πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (29) 🧬 Topic Evolution πŸ† Keyword Champion 🀝 Dynamic Duo (42) ⚑ Prolific Year (13) ❓ The Questioner πŸ’Ž Century Club (163) πŸ”₯ Unstoppable (13) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (596)

Conferences

CVPR (79) ICCV (44) ECCV (17) NIPS (11) AAAI (3) ICLR (3) ICML (3) EMNLP (2) COLING (1) IJCAI (1)

Top co-authors

Shu Liu (42) Xiaojuan Qi (26) Xiaoyong Shen (25) Hengshuang Zhao (24) Yukang Chen (19) Li Jiang (16) Zhuotao Tian (16) Jianping Shi (15) Xin Tao (15) Chi-Wing Fu (12)

Keywords

semantic segmentation (29) object detection (18) point cloud (17) convolutional neural network (15) image restoration (10) 3d object detection (10) 3d vision (9) instance segmentation (9) large language model (6) image generation (6) contrastive learning (6) image segmentation (5) image synthesis (5) representation learning (5) diffusion model (5) feature extraction (5) semi-supervised learning (5) attention mechanism (5) generative model (5) depth estimation (4)

Papers

TraveLLaMA: A Multimodal Travel Assistant with Large-Scale Dataset and Structured Reasoning AAAI 2026
GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning ICML 2025
Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? ICCV 2025
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
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation ICLR 2025
Generative Video Propagation CVPR 2025
Logits-Based Finetuning EMNLP 2025
Enhancing LLM Knowledge Learning through Generalization EMNLP 2025
DreamOmni: Unified Image Generation and Editing CVPR 2025
VisionZip: Longer is Better but Not Necessary in Vision Language Models CVPR 2025
MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers ICCV 2025
TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization ICML 2025
QuickLLaMA: Query-aware Inference Acceleration for Large Language Models COLING 2025
LISA: Reasoning Segmentation via Large Language Model CVPR 2024
RL-GPT: Integrating Reinforcement Learning and Code-as-policy NIPS 2024
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs NIPS 2024
Scalable Language Model with Generalized Continual Learning ICLR 2024
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models ICLR 2024
LogoSticker: Inserting Logos into Diffusion Models for Customized Generation ECCV 2024
LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models ECCV 2024
LLMGA: Multimodal Large Language Model based Generation Assistant ECCV 2024
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models ECCV 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
OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation CVPR 2024
Video-P2P: Video Editing with Cross-attention Control CVPR 2024
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation CVPR 2023
LargeKernel3D: Scaling Up Kernels in 3D Sparse CNNs 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
Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution AAAI 2023
VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking CVPR 2023
Understanding Imbalanced Semantic Segmentation Through Neural Collapse CVPR 2023
Ref-NPR: Reference-Based Non-Photorealistic Radiance Fields for Controllable Scene Stylization CVPR 2023
Learning Context-Aware Classifier for Semantic Segmentation 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
DiffComplete: Diffusion-based Generative 3D Shape Completion NIPS 2023
Real-World Image Variation by Aligning Diffusion Inversion Chain NIPS 2023
TriVol: Point Cloud Rendering via Triple Volumes CVPR 2023
Command-Driven Articulated Object Understanding and Manipulation CVPR 2023
Voxel Field Fusion for 3D Object Detection CVPR 2022
A Unified Query-Based Paradigm for Point Cloud Understanding CVPR 2022
Generalized Few-Shot Semantic Segmentation CVPR 2022
Video Frame Interpolation With Transformer CVPR 2022
Focal Sparse Convolutional Networks for 3D Object Detection CVPR 2022
Multi-View Transformer for 3D Visual Grounding CVPR 2022
High Quality Segmentation for Ultra High-Resolution Images CVPR 2022
SNR-Aware Low-Light Image Enhancement CVPR 2022
Stratified Transformer for 3D Point Cloud Segmentation CVPR 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation ECCV 2022
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation ECCV 2022
Tracking Objects As Pixel-Wise Distributions ECCV 2022
Unifying Voxel-based Representation with Transformer for 3D Object Detection NIPS 2022
TWIST: Two-Way Inter-Label Self-Training for Semi-Supervised 3D Instance Segmentation CVPR 2022
EfficientNeRF Efficient Neural Radiance Fields CVPR 2022
MAT: Mask-Aware Transformer for Large Hole Image Inpainting CVPR 2022
Learnable Boundary Guided Adversarial Training 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
Point Transformer ICCV 2021
Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment ICCV 2021
Parametric Contrastive Learning ICCV 2021
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation CVPR 2020
Attentive Normalization for Conditional Image Generation CVPR 2020
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
Domain Adaptive Image-to-Image Translation CVPR 2020
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-resolution and Beyond NIPS 2020
3DSSD: Point-Based 3D Single Stage Object Detector CVPR 2020
DSGN: Deep Stereo Geometry Network for 3D Object Detection CVPR 2020
Exploring Self-Attention for Image Recognition CVPR 2020
Amodal Instance Segmentation With KINS Dataset CVPR 2019
Wide-Context Semantic Image Extrapolation 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
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
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation ICCV 2019
Fast Point R-CNN ICCV 2019
Learning Shape-Aware Embedding for Scene Text Detection CVPR 2019
Associatively Segmenting Instances and Semantics in Point Clouds CVPR 2019
Underexposed Photo Enhancement Using Deep Illumination Estimation CVPR 2019
Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections CVPR 2019
Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation CVPR 2019
PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV 2018
GAL: Geometric Adversarial Loss for Single-View 3D-Object Reconstruction ECCV 2018
Compositing-aware Image Search ECCV 2018
Scale-Recurrent Network for Deep Image Deblurring CVPR 2018
Referring Image Segmentation via Recurrent Refinement Networks CVPR 2018
Facelet-Bank for Fast Portrait Manipulation CVPR 2018
GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation CVPR 2018
Image Inpainting via Generative Multi-column Convolutional Neural Networks NIPS 2018
Sequential Context Encoding for Duplicate Removal NIPS 2018
Semi-Parametric Image Synthesis CVPR 2018
Path Aggregation Network for Instance Segmentation CVPR 2018
ICNet for Real-Time Semantic Segmentation on High-Resolution Images ECCV 2018
SegStereo: Exploiting Semantic Information for Disparity Estimation ECCV 2018
High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits ICCV 2017
Pyramid Scene Parsing Network CVPR 2017
Zero-Order Reverse Filtering ICCV 2017
Unsupervised Learning of Stereo Matching ICCV 2017
SGN: Sequential Grouping Networks for Instance Segmentation ICCV 2017
Situation Recognition With Graph Neural Networks 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
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation CVPR 2016
Visual Question Answering with Question Representation Update (QRU) NIPS 2016
Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016
Deep Edge-Aware Filters ICML 2015
Box Aggregation for Proposal Decimation: Last Mile of Object Detection ICCV 2015
Contour Box: Rejecting Object Proposals Without Explicit Closed Contours ICCV 2015
Mutual-Structure for Joint Filtering ICCV 2015
Understanding and Diagnosing Visual Tracking Systems ICCV 2015
Semantic Segmentation With Object Clique Potential ICCV 2015
Deep LAC: Deep Localization, Alignment and Classification for Fine-Grained Recognition CVPR 2015
Just Noticeable Defocus Blur Detection and Estimation CVPR 2015
Video Super-Resolution via Deep Draft-Ensemble Learning ICCV 2015
Handling Motion Blur in Multi-Frame Super-Resolution CVPR 2015
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
Two-Class Weather Classification CVPR 2014
Deep Convolutional Neural Network for Image Deconvolution NIPS 2014
Discriminative Blur Detection Features CVPR 2014
Learning Important Spatial Pooling Regions for Scene Classification CVPR 2014
CoDeL: A Human Co-detection and Labeling Framework ICCV 2013
Online Robust Dictionary Learning CVPR 2013
Hierarchical Saliency Detection CVPR 2013
Unnatural L0 Sparse Representation for Natural Image Deblurring CVPR 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
SCMF: Sparse Covariance Matrix Factorization for Collaborative Filtering IJCAI 2013