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08/15/2023
Memory-and-Anticipation Transformer for Online Action Understanding
Most existing forecasting systems are memory-based methods, which attemp...
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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...
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03/10/2023
Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction
The Multiplane Image (MPI), containing a set of fronto-parallel RGBA lay...
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02/07/2023
Fine-grained Affordance Annotation for Egocentric Hand-Object Interaction Videos
Object affordance is an important concept in hand-object interaction, pr...
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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...
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07/12/2022
Compound Prototype Matching for Few-shot Action Recognition
Few-shot action recognition aims to recognize novel action classes using...
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07/12/2022
Designer's Choice for Paid Research Study
We consider constrained sampling problems in paid research studies or cl...
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06/11/2022
Precise Affordance Annotation for Egocentric Action Video Datasets
Object affordance is an important concept in human-object interaction, p...
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12/02/2021
Stacked Temporal Attention: Improving First-person Action Recognition by Emphasizing Discriminative Clips
First-person action recognition is a challenging task in video understan...
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12/02/2021
Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data
The human gaze is a cost-efficient physiological data that reveals human...
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09/01/2021
Spatio-Temporal Perturbations for Video Attribution
The attribution method provides a direction for interpreting opaque neur...
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08/18/2021
FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute Learning
In this paper, we propose a talking face generation method that takes an...
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06/18/2021
EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021: Team M3EM Technical Report
In this report, we describe the technical details of our submission to t...
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02/05/2021
Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling
Visual storytelling is a task of generating relevant and interesting sto...
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05/30/2020
Situation Awareness and Information Fusion in Sales and Customer Engagement: A Paradigm Shift
With today's savvy and empowered customers, sales requires more judgment...
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05/01/2020
A Comprehensive Study on Visual Explanations for Spatio-temporal Networks
Identifying and visualizing regions that are significant for a given dee...
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08/05/2019
Discovery of Bias and Strategic Behavior in Crowdsourced Performance Assessment
With the industry trend of shifting from a traditional hierarchical appr...
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04/19/2019
An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale
This paper conducts an empirical investigation to evaluate transfer lear...
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01/09/2019
Manipulation-skill Assessment from Videos with Spatial Attention Network
Recent advances in computer vision have made it possible to automaticall...
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01/07/2019
Mutual Context Network for Jointly Estimating Egocentric Gaze and Actions
In this work, we address two coupled tasks of gaze prediction and action...
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10/20/2018
Differentiable Fine-grained Quantization for Deep Neural Network Compression
Neural networks have shown great performance in cognitive tasks. When de...
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10/16/2018
Semantic Aware Attention Based Deep Object Co-segmentation
Object co-segmentation is the task of segmenting the same objects from m...
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10/08/2018
On Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics
Margin enlargement over training data has been an important strategy sin...
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03/24/2018
