[CVPR2023] Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation

This is the implementation of our CVPR'23 paper "Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition".

Scenic: A Jax Library for Computer Vision Research and Beyond

DiffAR: Adaptive Conditional Diffusion Model for Temporal-augmented Human Activity Recognition

[CVPR22] Group Contextualization for Video Recognition

[CVPR2023] Implementation of ''Omni Aggregation Networks for Lightweight Image Super-Resolution".

Code for HSSDA

Fed-SC: one-shot federated scheme for subspace clustering

A framework for prototyping and benchmarking imputation methods

The project is an official implementation of our paper "PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation".

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, etc.)

MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing

The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)

Code for SpaceTime 🌌⏱️. Proposed in Effectively Modeling Time Series with Simple Discrete State Spaces, ICLR 2023.

CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation

Centralized Feature Pyramid for Object Detection

Multi-level Feature Learning for Contrastive Multi-view Clustering

Few-shot learning with mislabeled support samples

PhysFormer CVPR2022

Self-supervised contrastive learning for time series via time-frequency consistency

A Library for Advanced Deep Time Series Models.

Code for the SIGIR2022 paper "Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion."

MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)

Pytorch implement of "Context-Aware Mutual Learning for Semi-Supervised Human Activity Recognition Using Wearable Sensors" in Expert Systems with Applications (ESWA) 2023.