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09/17/2023
Towards Debiasing Frame Length Bias in Text-Video Retrieval via Causal Intervention
Many studies focus on improving pretraining or developing new backbones ...
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09/14/2023
Masked Diffusion with Task-awareness for Procedure Planning in Instructional Videos
A key challenge with procedure planning in instructional videos lies in ...
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08/18/2023
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition
We tackle the data scarcity challenge in few-shot point cloud recognitio...
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07/25/2023
Keyword-Aware Relative Spatio-Temporal Graph Networks for Video Question Answering
The main challenge in video question answering (VideoQA) is to capture a...
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06/07/2023
An Overview of Challenges in Egocentric Text-Video Retrieval
Text-video retrieval contains various challenges, including biases comin...
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12/09/2022
Is Bio-Inspired Learning Better than Backprop? Benchmarking Bio Learning vs. Backprop
Bio-inspired learning has been gaining popularity recently given that Ba...
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11/23/2022
Reason from Context with Self-supervised Learning
A tiny object in the sky cannot be an elephant. Context reasoning is cri...
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11/21/2022
On the Robustness, Generalization, and Forgetting of Shape-Texture Debiased Continual Learning
Tremendous progress has been made in continual learning to maintain good...
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11/09/2022
Portmanteauing Features for Scene Text Recognition
Scene text images have different shapes and are subjected to various dis...
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08/03/2022
Combined CNN Transformer Encoder for Enhanced Fine-grained Human Action Recognition
Fine-grained action recognition is a challenging task in computer vision...
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07/27/2022
Identifying Hard Noise in Long-Tailed Sample Distribution
Conventional de-noising methods rely on the assumption that all samples ...
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06/29/2022
Exploiting Semantic Role Contextualized Video Features for Multi-Instance Text-Video Retrieval EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022
In this report, we present our approach for EPIC-KITCHENS-100 Multi-Inst...
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06/26/2022
Semantic Role Aware Correlation Transformer for Text to Video Retrieval
With the emergence of social media, voluminous video clips are uploaded ...
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06/26/2022
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval
Seas of videos are uploaded daily with the popularity of social channels...
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05/24/2022
TAILOR: Teaching with Active and Incremental Learning for Object Registration
When deploying a robot to a new task, one often has to train it to detec...
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11/28/2021
FashionSearchNet-v2: Learning Attribute Representations with Localization for Image Retrieval with Attribute Manipulation
The focus of this paper is on the problem of image retrieval with attrib...
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10/12/2021
Joint Learning On The Hierarchy Representation for Fine-Grained Human Action Recognition
Fine-grained human action recognition is a core research topic in comput...
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09/24/2019
6D Pose Estimation with Correlation Fusion
6D object pose estimation is widely applied in robotic tasks such as gra...
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05/23/2019
Prototype Reminding for Continual Learning
Continual learning is a critical ability of continually acquiring and tr...
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02/01/2019
Lift-the-Flap: Context Reasoning Using Object-Centered Graphs
Children benefit from lift-the-flap books by taking on an active role in...
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08/07/2018
Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams
Segmenting video content into events provides semantic structures for in...
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07/31/2018
Egocentric Spatial Memory
Egocentric spatial memory (ESM) defines a memory system with encoding, s...
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07/31/2018
What am I searching for?
Can we infer intentions and goals from a person's actions? As an example...
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07/18/2018