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08/25/2023
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities
Evolutionary algorithms (EA), a class of stochastic search methods based...
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07/27/2023
Sample Less, Learn More: Efficient Action Recognition via Frame Feature Restoration
Training an effective video action recognition model poses significant c...
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07/24/2023
Towards Generalizable Deepfake Detection by Primary Region Regularization
The existing deepfake detection methods have reached a bottleneck in gen...
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07/19/2023
Mining Conditional Part Semantics with Occluded Extrapolation for Human-Object Interaction Detection
Human-Object Interaction Detection is a crucial aspect of human-centric ...
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04/08/2023
A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching
An efficient team is essential for the company to successfully complete ...
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02/04/2023
Learning to Agree on Vision Attention for Visual Commonsense Reasoning
Visual Commonsense Reasoning (VCR) remains a significant yet challenging...
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07/06/2022
Chairs Can be Stood on: Overcoming Object Bias in Human-Object Interaction Detection
Detecting Human-Object Interaction (HOI) in images is an important step ...
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07/05/2022
Distance Matters in Human-Object Interaction Detection
Human-Object Interaction (HOI) detection has received considerable atten...
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06/30/2022
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA
Knowledge-based Visual Question Answering (VQA) expects models to rely o...
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03/04/2022
Voice-Face Homogeneity Tells Deepfake
Detecting forgery videos is highly desirable due to the abuse of deepfak...
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03/01/2022
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning
Logical reasoning is of vital importance to natural language understandi...
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02/25/2022
On Modality Bias Recognition and Reduction
Making each modality in multi-modal data contribute is of vital importan...
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02/25/2022
Joint Answering and Explanation for Visual Commonsense Reasoning
Visual Commonsense Reasoning (VCR), deemed as one challenging extension ...
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01/28/2022
Rethinking Attention-Model Explainability through Faithfulness Violation Test
Attention mechanisms are dominating the explainability of deep models. T...
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08/17/2021
When Product Search Meets Collaborative Filtering: A Hierarchical Heterogeneous Graph Neural Network Approach
Personalization lies at the core of boosting the product search system p...
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06/08/2021
Review Polarity-wise Recommender
Utilizing review information to enhance recommendation, the de facto rev...
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05/10/2021
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training
Pre-trained Language Models (PLMs) have achieved great success on Machin...
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05/05/2021
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss
A number of studies point out that current Visual Question Answering (VQ...
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02/24/2021
OneStop QAMaker: Extract Question-Answer Pairs from Text in a One-Stop Approach
Large-scale question-answer (QA) pairs are critical for advancing resear...
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02/22/2021
Factor-level Attentive ICF for Recommendation
Item-based collaborative filtering (ICF) enjoys the advantages of high r...
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02/03/2021
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach
Visual attention in Visual Question Answering (VQA) targets at locating ...
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10/30/2020
Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View
Recent studies have pointed out that many well-developed Visual Question...
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06/20/2020
Enhancing Factorization Machines with Generalized Metric Learning
Factorization Machines (FMs) are effective in incorporating side informa...
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05/13/2019
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering
Benefiting from the advancement of computer vision, natural language pro...
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11/26/2018
