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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
[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
image-processing pytorch high-resolution image-denoising image-restoration denoising contrast-enhancement image-enhancement low-level-vision tpami defocus-deblurring low-light-image-enhancement
[ICCV2021 & TPAMI2023] Vision-Language Transformer and Query Generation for Referring Segmentation
tensorflow keras transformer vision-language referring-segmentation tpami iccv2021 vision-language-transformer
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
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
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
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
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
(TPAMI 2021) iOD: Incremental Object Detection via Meta-Learning
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
[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
[ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.
reinforcement-learning transformer tpami decision-transformers transformer-reinforcement-learning eccv2022
Official implementation of DiTFuse （TPAMI 2026）
Infinite Feature Selection: a Graph-based Feature Filtering Approach
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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