Popular GitHub Repositories for Tpami

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

?RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)

[TPAMI'23] Unifying Flow, Stereo and Depth Estimation

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

[TPAMI 2022] GAN Inversion: A Survey

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

(TPAMI 2024) A Survey on Open Vocabulary Learning

Code for a series of work in LiDAR perception, including SST (CVPR 22), FSD (NeurIPS 22), FSD++ (TPAMI 23), FSDv2, and CTRL (ICCV 23, oral).

[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

[TPAMI 2023] SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections

[CVPR 2024 Highlight] MIGC and [TPAMI 2024] MIGC++ (Official Implementation)

[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

MetaFormer Baselines for Vision (TPAMI 2024)

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)

Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)

[ICCV2021 & TPAMI2023] Vision-Language Transformer and Query Generation for Referring Segmentation

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020

[TPAMI] Searching prompt modules for parameter-efficient transfer learning.