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Interpretable Open-Set Domain Adaptation via Angular Margin Separation
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation
Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation
RBC: Rectifying the Biased Context in Continual Semantic Segmentation
Factorizing Knowledge in Neural Networks
Contrastive Vicinal Space for Unsupervised Domain Adaptation
Cross-Modal Knowledge Transfer without Task-Relevant Source Data
Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions
Source-Free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition
BMD: A General Class-Balanced Multicentric Dynamic Prototype Strategy for Source-Free Domain Adaptation
Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks
Incomplete Multi-View Domain Adaptation via Channel Enhancement and Knowledge Transfer
DistPro: Searching a Fast Knowledge Distillation Process via Meta Optimization
ML-BPM: Multi-Teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
Personalized Education: Blind Knowledge Distillation
Not All Models Are Equal: Predicting Model Transferability in a Self-Challenging Fisher Space
How Stable Are Transferability Metrics Evaluations?
Attention Diversification for Domain Generalization
ESS: Learning Event-Based Semantic Segmentation from Still Images
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection
Human Trajectory Prediction via Neural Social Physics
Towards Open Set Video Anomaly Detection
ECLIPSE: Efficient Long-Range Video Retrieval Using Sight and Sound
Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing
Less than Few: Self-Shot Video Instance Segmentation
Adaptive Face Forgery Detection in Cross Domain
Real-Time Online Video Detection with Temporal Smoothing Transformers
TALLFormer: Temporal Action Localization with a Long-Memory Transformer
Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency
Rethinking Learning Approaches for Long-Term Action Anticipation
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation
PAC-Net: Highlight Your Video via History Preference Modeling
How Severe Is Benchmark-Sensitivity in Video Self-Supervised Learning?
A Sliding Window Scheme for Online Temporal Action Localization
ERA: Expert Retrieval and Assembly for Early Action Prediction
Dual Perspective Network for Audio-Visual Event Localization
NSNet: Non-Saliency Suppression Sampler for Efficient Video Recognition
Video Activity Localisation with Uncertainties in Temporal Boundary
Temporal Saliency Query Network for Efficient Video Recognition.
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation
Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation
RBC: Rectifying the Biased Context in Continual Semantic Segmentation
Factorizing Knowledge in Neural Networks
Contrastive Vicinal Space for Unsupervised Domain Adaptation
Cross-Modal Knowledge Transfer without Task-Relevant Source Data
Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions
Source-Free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition
BMD: A General Class-Balanced Multicentric Dynamic Prototype Strategy for Source-Free Domain Adaptation
Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks
Incomplete Multi-View Domain Adaptation via Channel Enhancement and Knowledge Transfer
DistPro: Searching a Fast Knowledge Distillation Process via Meta Optimization
ML-BPM: Multi-Teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
Personalized Education: Blind Knowledge Distillation
Not All Models Are Equal: Predicting Model Transferability in a Self-Challenging Fisher Space
How Stable Are Transferability Metrics Evaluations?
Attention Diversification for Domain Generalization
ESS: Learning Event-Based Semantic Segmentation from Still Images
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection
Human Trajectory Prediction via Neural Social Physics
Towards Open Set Video Anomaly Detection
ECLIPSE: Efficient Long-Range Video Retrieval Using Sight and Sound
Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing
Less than Few: Self-Shot Video Instance Segmentation
Adaptive Face Forgery Detection in Cross Domain
Real-Time Online Video Detection with Temporal Smoothing Transformers
TALLFormer: Temporal Action Localization with a Long-Memory Transformer
Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency
Rethinking Learning Approaches for Long-Term Action Anticipation
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition
Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation
PAC-Net: Highlight Your Video via History Preference Modeling
How Severe Is Benchmark-Sensitivity in Video Self-Supervised Learning?
A Sliding Window Scheme for Online Temporal Action Localization
ERA: Expert Retrieval and Assembly for Early Action Prediction
Dual Perspective Network for Audio-Visual Event Localization
NSNet: Non-Saliency Suppression Sampler for Efficient Video Recognition
Video Activity Localisation with Uncertainties in Temporal Boundary
Temporal Saliency Query Network for Efficient Video Recognition.