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09/04/2023
DiverseMotion: Towards Diverse Human Motion Generation via Discrete Diffusion
We present DiverseMotion, a new approach for synthesizing high-quality h...
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08/09/2023
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey
Predicting stock prices presents a challenging research problem due to t...
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08/09/2023
Bird's-Eye-View Scene Graph for Vision-Language Navigation
Vision-language navigation (VLN), which entails an agent to navigate 3D ...
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07/31/2023
JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh Recovery
In this study, we focus on the problem of 3D human mesh recovery from a ...
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07/27/2023
Clustering based Point Cloud Representation Learning for 3D Analysis
Point cloud analysis (such as 3D segmentation and detection) is a challe...
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07/25/2023
Kefa: A Knowledge Enhanced and Fine-grained Aligned Speaker for Navigation Instruction Generation
We introduce a novel speaker model Kefa for navigation instruction gener...
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06/15/2023
Action Sensitivity Learning for the Ego4D Episodic Memory Challenge 2023
This report presents ReLER submission to two tracks in the Ego4D Episodi...
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06/03/2023
Relieving Triplet Ambiguity: Consensus Network for Language-Guided Image Retrieval
Language-guided image retrieval enables users to search for images and i...
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05/29/2023
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models
Misalignment between the outputs of a vision-language (VL) model and tas...
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05/28/2023
Whitening-based Contrastive Learning of Sentence Embeddings
This paper presents a whitening-based contrastive learning method for se...
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05/25/2023
Action Sensitivity Learning for Temporal Action Localization
Temporal action localization (TAL), which involves recognizing and locat...
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05/23/2023
CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model
Pre-trained vision-language models are the de-facto foundation models fo...
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05/22/2023
Gloss-Free End-to-End Sign Language Translation
In this paper, we tackle the problem of sign language translation (SLT) ...
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05/15/2023
Continual Multimodal Knowledge Graph Construction
Multimodal Knowledge Graph Construction (MKGC) involves creating structu...
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05/02/2023
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?
Scaling language models have revolutionized widespread NLP tasks, yet li...
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03/26/2023
Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation
Video-based 3D human pose and shape estimations are evaluated by intra-f...
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03/15/2023
Lana: A Language-Capable Navigator for Instruction Following and Generation
Recently, visual-language navigation (VLN) – entailing robot agents to f...
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12/07/2022
Policy Transfer via Enhanced Action Space
Though transfer learning is promising to increase the learning efficienc...
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11/17/2022
ReLER@ZJU Submission to the Ego4D Moment Queries Challenge 2022
In this report, we present the ReLER@ZJU1 submission to the Ego4D Moment...
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10/01/2022
PromptKG: A Prompt Learning Framework for Knowledge Graph Representation Learning and Application
Knowledge Graphs (KGs) often have two characteristics: heterogeneous gra...
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09/30/2022
Slimmable Networks for Contrastive Self-supervised Learning
Self-supervised learning makes great progress in large model pre-trainin...
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07/16/2022
Generalizable Memory-driven Transformer for Multivariate Long Sequence Time-series Forecasting
Multivariate long sequence time-series forecasting (M-LSTF) is a practic...
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07/08/2022
Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation
Sign language is the window for people differently-abled to express thei...
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07/01/2022
ReLER@ZJU-Alibaba Submission to the Ego4D Natural Language Queries Challenge 2022
In this report, we present the ReLER@ZJU-Alibaba submission to the Ego4D...
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05/02/2022
CenterCLIP: Token Clustering for Efficient Text-Video Retrieval
Recently, large-scale pre-training methods like CLIP have made great pro...
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03/22/2022
Associating Objects with Scalable Transformers for Video Object Segmentation
This paper investigates how to realize better and more efficient embeddi...
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03/09/2022
Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learning
It is of great challenge, though promising, to coordinate collective rob...
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01/17/2022
Action Keypoint Network for Efficient Video Recognition
Reducing redundancy is crucial for improving the efficiency of video rec...
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08/17/2021
PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-rigid Structure-from-Motion
We propose PR-RRN, a novel neural-network based method for Non-rigid Str...
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06/03/2021
Less is More: Sparse Sampling for Dense Reaction Predictions
Obtaining viewer responses from videos can be useful for creators and st...
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05/31/2021
Connecting Language and Vision for Natural Language-Based Vehicle Retrieval
Vehicle search is one basic task for the efficient traffic management in...
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04/20/2021
T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval
Text-video retrieval is a challenging task that aims to search relevant ...
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01/13/2021
Learning to Anticipate Egocentric Actions by Imagination
Anticipating actions before they are executed is crucial for a wide rang...
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02/08/2020
Symbiotic Attention with Privileged Information for Egocentric Action Recognition
Egocentric video recognition is a natural testbed for diverse interactio...
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02/08/2020
Variable-Viewpoint Representations for 3D Object Recognition
For the problem of 3D object recognition, researchers using deep learnin...
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06/22/2019
Baidu-UTS Submission to the EPIC-Kitchens Action Recognition Challenge 2019
In this report, we present the Baidu-UTS submission to the EPIC-Kitchens...
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06/15/2018