research
∙
08/23/2023
Sign Language Translation with Iterative Prototype
This paper presents IP-SLT, a simple yet effective framework for sign la...
share
research
∙
08/19/2023
UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding
In the era of Large Language Models (LLMs), tremendous strides have been...
research
∙
08/17/2023
SimFIR: A Simple Framework for Fisheye Image Rectification with Self-supervised Representation Learning
In fisheye images, rich distinct distortion patterns are regularly distr...
research
∙
08/17/2023
Text-Only Training for Visual Storytelling
Visual storytelling aims to generate a narrative based on a sequence of ...
research
∙
08/14/2023
Masked Motion Predictors are Strong 3D Action Representation Learners
In 3D human action recognition, limited supervised data makes it challen...
research
∙
08/11/2023
Cyclic-Bootstrap Labeling for Weakly Supervised Object Detection
Recent progress in weakly supervised object detection is featured by a c...
research
∙
08/08/2023
Exploiting Spatial-Temporal Context for Interacting Hand Reconstruction on Monocular RGB Video
Reconstructing interacting hands from monocular RGB data is a challengin...
research
∙
07/17/2023
AltFreezing for More General Video Face Forgery Detection
Existing face forgery detection models try to discriminate fake images b...
research
∙
06/09/2023
Exploring Effective Mask Sampling Modeling for Neural Image Compression
Image compression aims to reduce the information redundancy in images. M...
research
∙
06/03/2023
MA2CL:Masked Attentive Contrastive Learning for Multi-Agent Reinforcement Learning
Recent approaches have utilized self-supervised auxiliary tasks as repre...
research
∙
05/26/2023
Detect Any Shadow: Segment Anything for Video Shadow Detection
Segment anything model (SAM) has achieved great success in the field of ...
research
∙
05/16/2023
Hybrid and Collaborative Passage Reranking
In passage retrieval system, the initial passage retrieval results may b...
research
∙
05/08/2023
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding
Hand gesture serves as a crucial role during the expression of sign lang...
research
∙
04/18/2023
Deep Unrestricted Document Image Rectification
In recent years, tremendous efforts have been made on document image rec...
research
∙
04/12/2023
Learning Transferable Pedestrian Representation from Multimodal Information Supervision
Recent researches on unsupervised person re-identification (reID) have d...
research
∙
03/24/2023
HandNeRF: Neural Radiance Fields for Animatable Interacting Hands
We propose a novel framework to reconstruct accurate appearance and geom...
research
∙
03/16/2023
DIRE for Diffusion-Generated Image Detection
Diffusion models have shown remarkable success in visual synthesis, but ...
research
∙
03/16/2023
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation
We study unsupervised domain adaptation (UDA) for semantic segmentation....
research
∙
02/10/2023
BEST: BERT Pre-Training for Sign Language Recognition with Coupling Tokenization
In this work, we are dedicated to leveraging the BERT pre-training succe...
research
∙
01/25/2023
Discriminative Experience Replay for Efficient Multi-agent Reinforcement Learning
In cooperative multi-agent tasks, parameter sharing among agents is a co...
research
∙
01/21/2023
Recurrent Contour-based Instance Segmentation with Progressive Learning
Contour-based instance segmentation has been actively studied, thanks to...
research
∙
11/28/2022
Hand-Object Interaction Image Generation
In this work, we are dedicated to a new task, i.e., hand-object interact...
research
∙
11/28/2022
CLIP2GAN: Towards Bridging Text with the Latent Space of GANs
In this work, we are dedicated to text-guided image generation and propo...
research
∙
11/22/2022
SinDiffusion: Learning a Diffusion Model from a Single Natural Image
We present SinDiffusion, leveraging denoising diffusion models to captur...
research
∙
10/31/2022
DanZero: Mastering GuanDan Game with Reinforcement Learning
Card game AI has always been a hot topic in the research of artificial i...
research
∙
10/21/2022
Fine-grained Semantic Alignment Network for Weakly Supervised Temporal Language Grounding
Temporal language grounding (TLG) aims to localize a video segment in an...
research
∙
10/15/2022
UDoc-GAN: Unpaired Document Illumination Correction with Background Light Prior
Document images captured by mobile devices are usually degraded by uncon...
research
∙
10/15/2022
Geometric Representation Learning for Document Image Rectification
In document image rectification, there exist rich geometric constraints ...
research
∙
08/26/2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation
In 3D action recognition, there exists rich complementary information be...
research
∙
08/23/2022
Low-Light Video Enhancement with Synthetic Event Guidance
Low-light video enhancement (LLVE) is an important yet challenging task ...
research
∙
07/14/2022
Unified 2D and 3D Pre-Training of Molecular Representations
Molecular representation learning has attracted much attention recently....
research
∙
06/30/2022
Semantic Image Synthesis via Diffusion Models
Denoising Diffusion Probabilistic Models (DDPMs) have achieved remarkabl...
research
∙
06/14/2022
TransVG++: End-to-End Visual Grounding with Language Conditioned Vision Transformer
In this work, we explore neat yet effective Transformer-based frameworks...
research
∙
06/08/2022
Stabilizing Voltage in Power Distribution Networks via Multi-Agent Reinforcement Learning with Transformer
The increased integration of renewable energy poses a slew of technical ...
research
∙
05/08/2022
Simultaneous Double Q-learning with Conservative Advantage Learning for Actor-Critic Methods
Actor-critic Reinforcement Learning (RL) algorithms have achieved impres...
research
∙
05/07/2022
Multi-Target Active Object Tracking with Monte Carlo Tree Search and Target Motion Modeling
In this work, we are dedicated to multi-target active object tracking (A...
research
∙
05/05/2022
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning
Cooperative multi-agent reinforcement learning (MARL) has made prominent...
research
∙
04/06/2022
Domain-Agnostic Prior for Transfer Semantic Segmentation
Unsupervised domain adaptation (UDA) is an important topic in the comput...
research
∙
04/06/2022
DouZero+: Improving DouDizhu AI by Opponent Modeling and Coach-guided Learning
Recent years have witnessed the great breakthrough of deep reinforcement...
research
∙
03/21/2022
Learning Enriched Illuminants for Cross and Single Sensor Color Constancy
Color constancy aims to restore the constant colors of a scene under dif...
research
∙
03/16/2022
Coach-assisted Multi-Agent Reinforcement Learning Framework for Unexpected Crashed Agents
Multi-agent reinforcement learning is difficult to be applied in practic...
research
∙
03/16/2022
CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning
Due to the partial observability and communication constraints in many m...
research
∙
03/11/2022
TAPE: Task-Agnostic Prior Embedding for Image Restoration
Learning an generalized prior for natural image restoration is an import...
research
∙
03/10/2022
MVP: Multimodality-guided Visual Pre-training
Recently, masked image modeling (MIM) has become a promising direction f...
research
∙
02/22/2022
Coordinate-Aligned Multi-Camera Collaboration for Active Multi-Object Tracking
Active Multi-Object Tracking (AMOT) is a task where cameras are controll...
research
∙
02/21/2022
DQMIX: A Distributional Perspective on Multi-Agent Reinforcement Learning
In cooperative multi-agent tasks, a team of agents jointly interact with...
research
∙
02/09/2022
Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization
In cooperative multi-agent systems, agents jointly take actions and rece...
research
∙
02/03/2022
Direct Molecular Conformation Generation
Molecular conformation generation aims to generate three-dimensional coo...
research
∙
10/29/2021
Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene Labeling
Existing unsupervised person re-identification methods only rely on visu...
research
∙
10/28/2021