Computer Vision

Adversarial T-shirt! Evading Person Detectors in A Physical World

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices

AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition

VA-RED^2: Video Adaptive Redundancy Reduction

NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search

Non-Adversarial Video Synthesis with Learned Priors

Camera On-boarding for Person Re-identification using Hypothesis Transfer Learning

AR-Net: Adaptive Frame Resolution for Efficient Action Recognition

Semi-Supervised Action Recognition with Temporal Contrastive Learning

A Broader Study of Cross-Domain Few-Shot Learning

OnlineAugment: Online Data Augmentation with Less Domain Knowledge

TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classification

Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation

StarNet: towards weakly supervised few-shot detection and explainable few-shot classification

We Have So Much in Common: Modeling Semantic Relational Set Abstractions in Videos

Fashion IQ: A New Dataset towards Retrieving Images by Natural Language Feedback

Wasserstein Style Transfer

GAN Compression: Efficient Architectures for Interactive Conditional GANs

RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices

Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition

On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning

Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules

The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models

Why Do These Match? Explaining the Behavior of Image Similarity Models

Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

Fine-grained Angular Contrastive Learning with Coarse Labels

PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics.

Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning

RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning.

MVFNet: Multi-View Fusion Network for Efficient Video Recognition

Black-box Explanation of Object Detectors via Saliency Maps

Anycost GANs for Interactive Image Synthesis and Editing

AGENT: A Benchmark for Core Psychological Reasoning

AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning

CLEVRER: The first video dataset for neuro-symbolic reasoning

Reasoning about Human-Object Interactions through Dual Attention Networks

LaSO: Label-Set Operations networks for multi-label few-shot learning

SpotTune: Transfer Learning through Adaptive Fine-tuning

RepMet: Representative-based metric learning for classification and one-shot object detection

ObjectNet: A bias-controlled dataset object recognition

Moments in Time Dataset: one million videos for event understanding

Self-supervised Moving Vehicle Tracking with Stereo Sound

The sound of motions

TSM: Temporal Shift Module for Efficient Video Understanding

Graph Convolutional Networks for Temporal Action Localization

Big-Little-Video-Net: Work smarter, not harder, for video understanding

Cross-channel Communication Networks

Watch, Reason and Code: Learning to Represent Videos Using Program

Local Unsupervised Learning for Image Analysis

Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering

The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision

Revisiting RCNN: On Awakening the Classification Power of Faster RCNN

Weakly Supervised Dense Event Captioning in Videos

StNet: Local and Global Spatial-Temporal Modeling for Action Recognition

Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding

Delta-encoder: an effective sample synthesis method for few-shot object recognition

Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation

Dialog-based Interactive Image Retrieval

The Sound of Pixels

Learning to Separate Object Sounds by Watching Unlabeled Video

BlockDrop: Dynamic Inference Paths in Residual Networks