b'Limin Wang'

research

∙ 08/25/2023

Joint Modeling of Feature, Correspondence, and a Compressed Memory for Video Object Segmentation

Current prevailing Video Object Segmentation (VOS) methods usually perfo...

0 Jiaming Zhang, et al. ∙

research

∙ 08/21/2023

MGMAE: Motion Guided Masking for Video Masked Autoencoding

Masked autoencoding has shown excellent performance on self-supervised v...

0 Bingkun Huang, et al. ∙

research

∙ 08/18/2023

Deep Equilibrium Object Detection

Query-based object detectors directly decode image features into object ...

0 Shuai Wang, et al. ∙

research

∙ 08/18/2023

SparseBEV: High-Performance Sparse 3D Object Detection from Multi-Camera Videos

Camera-based 3D object detection in BEV (Bird's Eye View) space has draw...

0 Haisong Liu, et al. ∙

research

∙ 08/17/2023

On Data Imbalance in Molecular Property Prediction with Pre-training

Revealing and analyzing the various properties of materials is an essent...

0 Limin Wang, et al. ∙

research

∙ 08/16/2023

Is Self-Supervised Pretraining Good for Extrapolation in Molecular Property Prediction?

The prediction of material properties plays a crucial role in the develo...

0 Shun Takashige, et al. ∙

research

∙ 08/15/2023

Memory-and-Anticipation Transformer for Online Action Understanding

Most existing forecasting systems are memory-based methods, which attemp...

0 Jiahao Wang, et al. ∙

research

∙ 07/28/2023

MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking

As a video task, Multiple Object Tracking (MOT) is expected to capture t...

0 Ruopeng Gao, et al. ∙

research

∙ 07/13/2023

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation

This paper introduces InternVid, a large-scale video-centric multimodal ...

0 Yi Wang, et al. ∙

research

∙ 06/09/2023

Pave the Way to Grasp Anything: Transferring Foundation Models for Universal Pick-Place Robots

Improving the generalization capabilities of general-purpose robotic age...

1 Jiange Yang, et al. ∙

research

∙ 05/30/2023

AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation

We propose a novel framework for learning high-level cognitive capabilit...

1 Chuhao Jin, et al. ∙

research

∙ 05/25/2023

MixFormerV2: Efficient Fully Transformer Tracking

Transformer-based trackers have achieved strong accuracy on the standard...

0 Yutao Cui, et al. ∙

research

∙ 05/22/2023

VideoLLM: Modeling Video Sequence with Large Language Models

With the exponential growth of video data, there is an urgent need for a...

0 Guo Chen, et al. ∙

research

∙ 05/10/2023

VideoChat: Chat-Centric Video Understanding

In this study, we initiate an exploration into video understanding by in...

0 Kunchang Li, et al. ∙

research

∙ 05/09/2023

InternGPT: Solving Vision-Centric Tasks by Interacting with ChatGPT Beyond Language

We present an interactive visual framework named InternGPT, or iGPT for ...

0 Zhaoyang Liu, et al. ∙

research

∙ 05/04/2023

Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications

It is commonly assumed that the end-to-end networking performance of edg...

0 Walid A. Hanafy, et al. ∙

research

∙ 04/29/2023

An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning System

Fault diagnosis is a crucial area of research in the industry due to div...

0 Chen Li, et al. ∙

research

∙ 04/17/2023

Efficient Video Action Detection with Token Dropout and Context Refinement

Streaming video clips with large-scale video tokens impede vision transf...

0 Lei Chen, et al. ∙

research

∙ 04/11/2023

SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes

Multi-object tracking in sports scenes plays a critical role in gatherin...

0 Yutao Cui, et al. ∙

research

∙ 04/11/2023

StageInteractor: Query-based Object Detector with Cross-stage Interaction

Previous object detectors make predictions based on dense grid points or...

0 Yao Teng, et al. ∙

research

∙ 04/07/2023

SparseFormer: Sparse Visual Recognition via Limited Latent Tokens

Human visual recognition is a sparse process, where only a few salient v...

0 Ziteng Gao, et al. ∙

research

∙ 03/29/2023

VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

Scale is the primary factor for building a powerful foundation model tha...

0 Limin Wang, et al. ∙

research

∙ 03/28/2023

CycleACR: Cycle Modeling of Actor-Context Relations for Video Action Detection

The relation modeling between actors and scene context advances video ac...

0 Lei Chen, et al. ∙

research

∙ 03/28/2023

LinK: Linear Kernel for LiDAR-based 3D Perception

Extending the success of 2D Large Kernel to 3D perception is challenging...

0 Tao Lu, et al. ∙

research

∙ 03/28/2023

Unmasked Teacher: Towards Training-Efficient Video Foundation Models

Video Foundation Models (VFMs) have received limited exploration due to ...

0 Kunchang Li, et al. ∙

research

∙ 03/28/2023

STMixer: A One-Stage Sparse Action Detector

Traditional video action detectors typically adopt the two-stage pipelin...

0 Tao Wu, et al. ∙

research

∙ 03/26/2023

PDPP:Projected Diffusion for Procedure Planning in Instructional Videos

In this paper, we study the problem of procedure planning in instruction...

0 Hanlin Wang, et al. ∙

research

∙ 03/21/2023

Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion

In this paper, we study the problem of jointly estimating the optical fl...

0 Haisong Liu, et al. ∙

research

∙ 03/01/2023

Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation

Effectively extracting inter-frame motion and appearance information is ...

0 Guozhen Zhang, et al. ∙

research

∙ 02/13/2023

CoMAE: Single Model Hybrid Pre-training on Small-Scale RGB-D Datasets

Current RGB-D scene recognition approaches often train two standalone ba...

1 Jiange Yang, et al. ∙

research

∙ 12/06/2022

InternVideo: General Video Foundation Models via Generative and Discriminative Learning

The foundation models have recently shown excellent performance on a var...

4 Yi Wang, et al. ∙

research

∙ 12/03/2022

VLG: General Video Recognition with Web Textual Knowledge

Video recognition in an open and dynamic world is quite challenging, as ...

0 Jintao Lin, et al. ∙

research

∙ 11/17/2022

UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer

Learning discriminative spatiotemporal representation is the key problem...

0 Kunchang Li, et al. ∙

research

∙ 11/17/2022

InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges

In this report, we present our champion solutions to five tracks at Ego4...

0 Guo Chen, et al. ∙

research

∙ 11/16/2022

Exploring State Change Capture of Heterogeneous Backbones @ Ego4D Hands and Objects Challenge 2022

Capturing the state changes of interacting objects is a key technology f...

0 Yin-Dong Zheng, et al. ∙

research

∙ 10/20/2022

PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points

Traditional temporal action detection (TAD) usually handles untrimmed vi...

0 Jing Tan, et al. ∙

research

∙ 09/28/2022

Dynamic MDETR: A Dynamic Multimodal Transformer Decoder for Visual Grounding

Multimodal transformer exhibits high capacity and flexibility to align i...

0 Fengyuan Shi, et al. ∙

research

∙ 06/30/2022

Submission to Generic Event Boundary Detection Challenge@CVPR 2022: Local Context Modeling and Global Boundary Decoding Approach

Generic event boundary detection (GEBD) is an important yet challenging ...

0 Jiaqi Tang, et al. ∙

research

∙ 05/26/2022

Cross-Architecture Self-supervised Video Representation Learning

In this paper, we present a new cross-architecture contrastive learning ...

0 Sheng Guo, et al. ∙

research

∙ 05/05/2022

BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection

Temporal action detection (TAD) is extensively studied in the video unde...

0 Min Yang, et al. ∙

research

∙ 05/02/2022

APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud Classification

Point-cloud-based 3D classification task involves aggregating features f...

0 Tao Lu, et al. ∙

research

∙ 04/25/2022

Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing

This paper focuses on the weakly-supervised audio-visual video parsing t...

2 Haoyue Cheng, et al. ∙

research

∙ 03/31/2022

Logit Normalization for Long-tail Object Detection

Real-world data exhibiting skewed distributions pose a serious challenge...

7 Liang Zhao, et al. ∙

research

∙ 03/30/2022

AdaMixer: A Fast-Converging Query-Based Object Detector

Traditional object detectors employ the dense paradigm of scanning over ...

0 Ziteng Gao, et al. ∙

research

∙ 03/29/2022

Task-specific Inconsistency Alignment for Domain Adaptive Object Detection

Detectors trained with massive labeled data often exhibit dramatic perfo...

7 Liang Zhao, et al. ∙

research

∙ 03/23/2022

VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

Pre-training video transformers on extra large-scale datasets is general...

33 Zhan Tong, et al. ∙

research

∙ 03/21/2022

MixFormer: End-to-End Tracking with Iterative Mixed Attention

Tracking often uses a multi-stage pipeline of feature extraction, target...

0 Yutao Cui, et al. ∙

research

∙ 03/03/2022

Recovering 3D Human Mesh from Monocular Images: A Survey

Estimating human pose and shape from monocular images is a long-standing...

3 Yating Tian, et al. ∙

research

∙ 03/01/2022

Temporal Perceiver: A General Architecture for Arbitrary Boundary Detection

Generic Boundary Detection (GBD) aims at locating general boundaries tha...

0 Yuhong Wang, et al. ∙

research

∙ 01/12/2022

OCSampler: Compressing Videos to One Clip with Single-step Sampling

In this paper, we propose a framework named OCSampler to explore a compa...

17 Jintao Lin, et al. ∙

Limin Wang

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