Algorithms and Publications on 3D Object Tracking
[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
视觉实验室新手任务
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.
[ICCV2021 & TPAMI2023] Vision-Language Transformer and Query Generation for Referring Segmentation
code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
The official implementation of "Secrets of Event-based Optical Flow" (ECCV2022 Oral and IEEE T-PAMI 2024)
Official Code for "Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction (CVPR 2024)" and "Social Reasoning-Aware Trajectory Prediction via Multimodal Language Model (TPAMI)"
Infinite Feature Selection: a Graph-based Feature Filtering Approach
[ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.
Implementation of our ICCV 2017 paper: MIHash - Hashing with Mutual Information
Code for papers "Hashing with Mutual Information" (TPAMI 2019) and "Hashing with Binary Matrix Pursuit" (ECCV 2018)
[CVPR 2024 Highlight & TPAMI 2025] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models".
PRIN/SPRIN: On Extracting Point-wise Rotation Invariant Features
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