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08/13/2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches
Deep learning methods have shown remarkable performance in image denoisi...
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05/06/2023
Unlocking Low-Light-Rainy Image Restoration by Pairwise Degradation Feature Vector Guidance
Rain in the dark is a common natural phenomenon. Photos captured in such...
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04/14/2023
Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense
While having achieved great success in rich real-life applications, deep...
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03/21/2023
A Review on Machine Theory of Mind
Theory of Mind (ToM) is the ability to attribute mental states to others...
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01/18/2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training
Understanding mathematical questions effectively is a crucial task, whic...
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07/27/2022
Evolutionary Multiparty Distance Minimization
In the field of evolutionary multiobjective optimization, the decision m...
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05/03/2022
HL-Net: Heterophily Learning Network for Scene Graph Generation
Scene graph generation (SGG) aims to detect objects and predict their pa...
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03/29/2022
Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding
Visual grounding focuses on establishing fine-grained alignment between ...
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03/29/2022
Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis
Synthesizing a subject-specific pathology-free image from a pathological...
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02/21/2022
A Novel Architecture Slimming Method for Network Pruning and Knowledge Distillation
Network pruning and knowledge distillation are two widely-known model co...
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01/03/2022
Benchmark Functions for CEC 2022 Competition on Seeking Multiple Optima in Dynamic Environments
Dynamic and multimodal features are two important properties and widely ...
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10/07/2021
Inferring Substitutable and Complementary Products with Knowledge-Aware Path Reasoning based on Dynamic Policy Network
Inferring the substitutable and complementary products for a given produ...
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07/28/2020
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation
This paper describes our system for SemEval-2020 Task 4: Commonsense Val...
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03/29/2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation
Scene graph generation (SGG) aims to detect objects in an image along wi...
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07/19/2019
Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation
Personalized Route Recommendation (PRR) aims to generate user-specific r...
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10/30/2018
Long Short-Term Attention
In order to learn effective features from temporal sequences, the long s...
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06/11/2017