Algorithms and Publications on 3D Object Tracking
tracking real-time computer-vision paper object-tracking rgbd pose-estimation ijcv multi-modality articulated tpami multi-body accv2020 cvpr2022 iros2023
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Aug 25, 2025 - C++
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[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
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Jul 19, 2023 - Python
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
image-processing pytorch high-resolution image-denoising image-restoration denoising contrast-enhancement image-enhancement low-level-vision tpami defocus-deblurring low-light-image-enhancement
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Apr 18, 2024 - Python
[ICCV2021 & TPAMI2023] Vision-Language Transformer and Query Generation for Referring Segmentation
tensorflow keras transformer vision-language referring-segmentation tpami iccv2021 vision-language-transformer
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Jan 7, 2022 - Python
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
pytorch supervised-learning imagenet image-classification class-imbalance imbalanced-data imbalanced-learning tpami contrastive-learning supervised-contrastive-learning long-tailed-recognition iccv2021 parametric-contrastive-learning
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Jul 21, 2025 - Python
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.
framework deep-learning neural-networks hat hyperparameter-tuning incremental-learning inaturalist continual-learning elastic-weight-consolidation icarl tinyimagenet tpami classification-tasks gradient-episodic-memory synaptic-intelligence defy-forgetting packnet memory-aware-synapses incremental-moment-matching
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Jun 3, 2021 - Python
The official implementation of "Secrets of Event-based Optical Flow" (ECCV2022 Oral and IEEE T-PAMI 2024)
pytorch optical-flow flow-field motion-estimation depth-estimation high-dynamic-range tpami event-camera event-vision eccv2022 flow-propagation event-based-vision upwind-scheme contrast-maximization asynchronous-sensor space-time-curve space-time-field burgers-scheme
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Mar 12, 2025 - Python
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)"
deep-learning multi-agent question-answering autonomous-vehicles language-model human-trajectory-prediction motion-forecasting tpami cvpr2024
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Sep 18, 2025 - Python
视觉实验室新手任务
computer-science tutorial computer-vision deep-learning cvpr iccv iclr icml mechine-learing research-methods eccv tpami
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Jun 14, 2024
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
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Dec 19, 2022 - Python
code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"
semi-supervised-learning transfer-learning domain-adaptation self-supervised-learning multi-source-domain-adaptation semi-supervised-domain-adaptation tpami black-box-method partial-set-domain-adaptation source-free-domain-adaptation
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May 23, 2023 - Python
[CVPR 2024 Highlight & TPAMI 2025] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models".
highlight quantization cvpr ldm diffusion-models tpami post-training-quantization ddim stable-diffusion cvpr2024 tpami2025
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Sep 29, 2025 - Jupyter Notebook
[ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.
reinforcement-learning transformer tpami decision-transformers transformer-reinforcement-learning eccv2022
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May 21, 2023 - Python
Infinite Feature Selection: a Graph-based Feature Filtering Approach
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Jul 16, 2024 - MATLAB
Official implementation of DiTFuse (TPAMI 2025)
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Dec 13, 2025 - Python
Official implementation of IEEE TPAMI 2022 paper "Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow"
image-reconstruction linear-systems optical-flow admm plug-and-play total-variation hqs tpami event-camera event-vision linear-inverse-modelling deep-priors evilip contrast-maximization warped-events image-of-warped-events
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Nov 9, 2024 - Python
Implementation of our ICCV 2017 paper: MIHash - Hashing with Mutual Information
hashing computer-vision retrieval nearest-neighbor-search image-retrieval mutual-information iccv tpami
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Sep 21, 2021 - MATLAB
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