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Deep Direct Regression for Multi-Oriented Scene Text Detection
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EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition
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Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics
Xin Li, Fuxin Li
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Attention-Based Multimodal Fusion for Video Description
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Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems
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Representation Learning by Learning to Count
Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro
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3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics
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Dual Motion GAN for Future-Flow Embedded Video Prediction
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Rethinking Transformer-based Set Prediction for Object Detection
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PhysDiff: Physics-Guided Human Motion Diffusion Model
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Smart Mining for Deep Metric Learning
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Learning to Discover Novel Visual Categories via Deep Transfer Clustering
Kai Han, Andrea Vedaldi, Andrew Zisserman
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Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism
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Understanding and Diagnosing Visual Tracking Systems
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Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention
Jinkyu Kim, John Canny
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Stereo DSO: Large-Scale Direct Sparse Visual Odometry with Stereo Cameras
Rui Wang, Martin Schwörer, Daniel Cremers
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The Pose Knows: Video Forecasting by Generating Pose Futures
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No More Discrimination: Cross City Adaptation of Road Scene Segmenters
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One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models
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StructureFlow: Image Inpainting via Structure-aware Appearance Flow
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Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
Rui Hou, Chen Chen, Mubarak Shah
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Fast Image Processing with Fully-Convolutional Networks
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Learning Self-Consistency for Deepfake Detection
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Multimodal Convolutional Neural Networks for Matching Image and Sentence
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Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes
Yang Zhang, Philip David, Boqing Gong
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Human uncertainty makes classification more robust
Joshua C. Peterson, Ruairidh M. Battleday, ... (+2 more)
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Learning Complexity-Aware Cascades for Deep Pedestrian Detection
Zhaowei Cai, Mohammad Saberian, Nuno Vasconcelos
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Task2Vec: Task Embedding for Meta-Learning
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Learning to track for spatio-temporal action localization
Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid
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Action Tubelet Detector for Spatio-Temporal Action Localization
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Encoder Based Lifelong Learning
Amal Rannen Triki, Rahaf Aljundi, ... (+2 more)
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TransPose: Keypoint Localization via Transformer
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Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification
Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng
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Learning Video Object Segmentation with Visual Memory
Pavel Tokmakov, Karteek Alahari, Cordelia Schmid
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CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval
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Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation
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Rendering of Eyes for Eye-Shape Registration and Gaze Estimation
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Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification
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AutoDIAL: Automatic DomaIn Alignment Layers
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Towards Large-Pose Face Frontalization in the Wild
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When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition
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From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting
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Multi-label Image Recognition by Recurrently Discovering Attentional Regions
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Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences
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Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor
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Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation
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Deep Functional Maps: Structured Prediction for Dense Shape Correspondence
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Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning
Colorado J. Reed, Ritwik Gupta, ... (+8 more)
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Single Shot Text Detector with Regional Attention
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Hard-Aware Deeply Cascaded Embedding
Yuhui Yuan, Kuiyuan Yang, Chao Zhang
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