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CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention

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From Easy to Hard: Learning Curricular Shape-Aware Features for Robust Panoptic Scene Graph Generation

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In Defense of Clip-Based Video Relation Detection

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Label Semantic Knowledge Distillation for Unbiased Scene Graph Generation

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Learning Combinatorial Prompts for Universal Controllable Image Captioning

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NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation

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Beyond Grounding: Extracting Fine-Grained Event Hierarchies Across Modalities

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ClothPPO: A Proximal Policy Optimization Enhancing Framework for Robotic Cloth Manipulation with Complex Action Spaces

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DECap: Towards Generalized Explicit Caption Editing via Diffusion Mechanism

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Distributionally Generative Augmentation for Fair Facial Attribute Classification

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Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning

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MRTNet: Multi-Resolution Temporal Network for Video Sentence Grounding

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RAP: Efficient Text-Video Retrieval with Spare-and-Correlated Adapter

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SCHEMA: State Changes Matter for Procedure Planning in Instructional Videos

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UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory

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View-Consistent 3D Editing with Gaussian Splatting

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Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering

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Federated Unsupervised Representation Learning

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VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching

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Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models

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Compositional Feature Augmentation for Unbiased Scene Graph Generation

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Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection

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Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond

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Discrepancy-Guided Reconstruction Learning for Image Forgery Detection

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Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs

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Fairness-aware Contrastive Learning with Partially Annotated Sensitive Attributes

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IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models

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Iterative Proposal Refinement for Weakly-Supervised Video Grounding

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TempCLR: Temporal Alignment Representation with Contrastive Learning

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Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning

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Video Referring Expression Comprehension via Transformer with Content-conditioned Query

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Video Scene Graph Generation from Single-FrameWeak Supervision

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Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models

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A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach

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Deep Learning for Weakly-Supervised Object Detection and Localization: A Survey

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Deep Motion Prior for Weakly-Supervised Temporal Action Localization

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Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs

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Correspondence Matters for Video Referring Expression Comprehension

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CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention

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Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning

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Explicit Image Caption Editing

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Few-Shot Object Detection with Fully Cross-Transformer

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Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation

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Respecting Transfer Gap in Knowledge Distillation

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Rethinking Data Augmentation for Robust Visual Question Answering

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Rethinking Multi-Modal Alignment in Multi-Choice VideoQA from Feature and Sample Perspectives

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Rethinking the Evaluation of Unbiased Scene Graph Generation

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Rethinking the Reference-based Distinctive Image Captioning

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Rethinking the Two-Stage Framework for Grounded Situation Recognition

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The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph Generation

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Towards Multi-level Fairness and Robustness on Federated Learning

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Weakly-Supervised Temporal Article Grounding

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A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric

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Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework

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Boundary Proposal Network for Two-Stage Natural Language Video Localization

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Human-like Controllable Image Captioning with Verb-specific Semantic Roles

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Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation

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Natural Language Video Localization with Learnable Moment Proposals

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On Pursuit of Designing Multi-modal Transformer for Video Grounding

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Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding

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Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning

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Hierarchical Temporal Fusion of Multi-grained Attention Features for Video Question Answering

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Rethinking the bottom-up framework for query-based video localization

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Counterfactual critic multi-agent training for scene graph generation

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DebuG: A dense bottom-up grounding approach for natural language video localization

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Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks

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SCA-CNN: Spatial and channel-wise attention in convolutional networks for image captioning

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Video question answering via attribute-Augmented attention network learning

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