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Papers
Learning and Aligning Click-Aware Shape Prior for Interactive Amodal Instance Segmentation
CVPR 2026
Learning Mask-Aware Offsets: Two-branch Deformable Attention Networks for Inpainting with Masked Region Avoidance
WACV 2026
Sparsity-Aware Voxel Attention and Foreground Modulation for 3D Semantic Scene Completion
CVPR 2026
Spatial Matters: Position-Guided 3D Referring Expression Segmentation
CVPR 2026
Controllable-LPMoE: Adapting to Challenging Object Segmentation via Dynamic Local Priors from Mixture-of-Experts
ICCV 2025
DAMap: Distance-aware MapNet for High Quality HD Map Construction
ICCV 2025
De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation
CVPR 2025
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer
CVPR 2025
EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding
ICCV 2025
HiP-AD: Hierarchical and Multi-Granularity Planning with Deformable Attention for Autonomous Driving in a Single Decoder
ICCV 2025
Optimizing Human Pose Estimation Through Focused Human and Joint Regions
AAAI 2025
RDD: Robust Feature Detector and Descriptor using Deformable Transformer
CVPR 2025
Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation
CVPR 2025
CAMixerSR: Only Details Need More "Attention"
CVPR 2024
CF-Deformable DETR: An End-to-End Alignment-Free Model for Weakly Aligned Visible-Infrared Object Detection
IJCAI 2024
DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching
NeurIPS 2024
DeVos: Flow-Guided Deformable Transformer for Video Object Segmentation
WACV 2024
Hybrid Proposal Refiner: Revisiting DETR Series from the Faster R-CNN Perspective
CVPR 2024
Let Occ Flow: Self-Supervised 3D Occupancy Flow Prediction
CoRL 2024
Spatio-Temporal Turbulence Mitigation: A Translational Perspective
CVPR 2024
TAPTRv2: Attention-based Position Update Improves Tracking Any Point
NeurIPS 2024
Cross-Modal Learning with 3D Deformable Attention for Action Recognition
ICCV 2023
Dense but Efficient VideoQA for Intricate Compositional Reasoning
WACV 2023
DFA3D: 3D Deformable Attention For 2D-to-3D Feature Lifting
ICCV 2023
Fast Online Video Super-Resolution With Deformable Attention Pyramid
WACV 2023