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09/15/2023
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels
Pre-trained vision transformers have strong representation benefits to v...
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06/08/2023
Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors
The prevalence of short video platforms has spawned a lot of fake news v...
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05/15/2023
Make-A-Protagonist: Generic Video Editing with An Ensemble of Experts
The text-driven image and video diffusion models have achieved unprecede...
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03/14/2023
Revisit Parameter-Efficient Transfer Learning: A Two-Stage Paradigm
Parameter-Efficient Transfer Learning (PETL) aims at efficiently adaptin...
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12/18/2022
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization
Domain shift widely exists in the visual world, while modern deep neural...
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12/09/2022
Synthetic-to-Real Domain Generalized Semantic Segmentation for 3D Indoor Point Clouds
Semantic segmentation in 3D indoor scenes has achieved remarkable perfor...
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10/31/2022
Random Walk-based Community Key-members Search over Large Graphs
Given a graph G, a query node q, and an integer k, community search (CS)...
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07/11/2022
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation
In this paper, we consider the problem of domain generalization in seman...
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04/06/2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation
In this paper, we study the task of synthetic-to-real domain generalized...
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12/03/2021
Novel Class Discovery in Semantic Segmentation
We introduce a new setting of Novel Class Discovery in Semantic Segmenta...
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06/07/2021
Source-Free Open Compound Domain Adaptation in Semantic Segmentation
In this work, we introduce a new concept, named source-free open compoun...
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12/01/2020
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification
Recent advances in person re-identification (ReID) obtain impressive acc...
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03/01/2020