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Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations
Aditya Golatkar, Alessandro Achille, Stefano Soatto
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Higher Order Conditional Random Fields in Deep Neural Networks
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OmniDepth: Dense Depth Estimation for Indoors Spherical Panoramas
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Actor-Centric Relation Network
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Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost
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Faster AutoAugment: Learning Augmentation Strategies using Backpropagation
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DeepWrinkles: Accurate and Realistic Clothing Modeling
Zorah Laehner, Daniel Cremers, Tony Tung
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Multi-Fiber Networks for Video Recognition
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Contextual-based Image Inpainting: Infer, Match, and Translate
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Neural Predictor for Neural Architecture Search
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NASA: Neural Articulated Shape Approximation
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Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations
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Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization
Daniel Jakubovitz, Raja Giryes
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A Style-Aware Content Loss for Real-time HD Style Transfer
Artsiom Sanakoyeu, Dmytro Kotovenko, ... (+2 more)
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CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping
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Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks
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MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes
Ethan Rudd, Manuel Günther, Terrance Boult
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RIDI: Robust IMU Double Integration
Hang Yan, Qi Shan, Yasutaka Furukawa
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ReenactGAN: Learning to Reenact Faces via Boundary Transfer
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Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification
Maxime Bucher, Stéphane Herbin, Frédéric Jurie
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Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation
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Learning with Biased Complementary Labels
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Learning Monocular Depth by Distilling Cross-domain Stereo Networks
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Deep Feature Pyramid Reconfiguration for Object Detection
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Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation
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Learning to Anonymize Faces for Privacy Preserving Action Detection
Zhongzheng Ren, Yong Jae Lee, Michael S. Ryoo
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Dense Pose Transfer
Natalia Neverova, Riza Alp Guler, Iasonas Kokkinos
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Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing
Yapeng Tian, Dingzeyu Li, Chenliang Xu
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Person Search via A Mask-Guided Two-Stream CNN Model
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Learning Image Matching by Simply Watching Video
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Multi-Person Tracking by Multicut and Deep Matching
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Where are the Blobs: Counting by Localization with Point Supervision
Issam H. Laradji, Negar Rostamzadeh, ... (+3 more)
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CentralNet: a Multilayer Approach for Multimodal Fusion
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Clockwork Convnets for Video Semantic Segmentation
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A Zero-Shot Framework for Sketch-based Image Retrieval
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Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance
Zhixin Shu, Mihir Sahasrabudhe, ... (+4 more)
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Explainable Neural Computation via Stack Neural Module Networks
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Cross-Modal and Hierarchical Modeling of Video and Text
Bowen Zhang, Hexiang Hu, Fei Sha
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T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks
Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai
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Domain-invariant Stereo Matching Networks
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Talking-head Generation with Rhythmic Head Motion
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SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing
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Going Further with Point Pair Features
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Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots
Qi Chen, Lin Sun, ... (+3 more)
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Chained Predictions Using Convolutional Neural Networks
Georgia Gkioxari, Alexander Toshev, Navdeep Jaitly
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DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures
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Deep Pictorial Gaze Estimation
Seonwook Park, Adrian Spurr, Otmar Hilliges
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Spatio-Temporal Channel Correlation Networks for Action Classification
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The Curious Robot: Learning Visual Representations via Physical Interactions
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Fully-Convolutional Point Networks for Large-Scale Point Clouds
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