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05/18/2023
Multi-spectral Class Center Network for Face Manipulation Detection and Localization
As Deepfake contents continue to proliferate on the internet, advancing ...
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05/03/2023
Plan, Eliminate, and Track – Language Models are Good Teachers for Embodied Agents
Pre-trained large language models (LLMs) capture procedural knowledge ab...
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03/15/2023
Borda Regret Minimization for Generalized Linear Dueling Bandits
Dueling bandits are widely used to model preferential feedback that is p...
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11/23/2022
Evaluating and Mitigating Static Bias of Action Representations in the Background and the Foreground
Deep neural networks for video action recognition easily learn to utiliz...
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11/20/2022
How to Describe Images in a More Funny Way? Towards a Modular Approach to Cross-Modal Sarcasm Generation
Sarcasm generation has been investigated in previous studies by consider...
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10/11/2022
Towards Consistency and Complementarity: A Multiview Graph Information Bottleneck Approach
The empirical studies of Graph Neural Networks (GNNs) broadly take the o...
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08/04/2022
Towards Understanding Mixture of Experts in Deep Learning
The Mixture-of-Experts (MoE) layer, a sparsely-activated model controlle...
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08/08/2020
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews
Bipolar disorder (BD) and borderline personality disorder (BPD) are both...
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06/10/2020
Demystifying Self-Supervised Learning: An Information-Theoretical Framework
Self-supervised representation learning adopts self-defined signals as s...
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06/17/2019
MMDetection: Open MMLab Detection Toolbox and Benchmark
We present MMDetection, an object detection toolbox that contains a rich...
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03/18/2019
QATM: Quality-Aware Template Matching For Deep Learning
Finding a template in a search image is one of the core problems many co...
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11/20/2017
Bidirectional Conditional Generative Adversarial Networks
Conditional variants of Generative Adversarial Networks (GANs), known as...
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09/23/2017
Simultaneous Facial Landmark Detection, Pose and Deformation Estimation under Facial Occlusion
Facial landmark detection, head pose estimation, and facial deformation ...
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09/23/2017
