Deep Learning

Layerwise Sparse Coding for Pruned Deep Neural Networks with Extreme Compression Ratio AAAI 2020 Layout-Aware Text Representations Harm Clustering Documents by Type EMNLP 2020 “LazImpa”: Lazy and Impatient neural agents learn to communicate efficiently CoNLL 2020 LCD: Learned Cross-Domain Descriptors for 2D-3D Matching AAAI 2020 LEAF-QA: Locate, Encode & Attend for Figure Question Answering WACV 2020 Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? EMNLP 2020 Leakage-Robust Classifier via Mask-Enhanced Training (Student Abstract) AAAI 2020 Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness CVPR 2020 Learnable Group Transform For Time-Series ICML 2020 Learn a Global Appearance Semi-Supervisedly for Synthesizing Person Images WACV 2020 Learned Image Compression With Discretized Gaussian Mixture Likelihoods and Attention Modules CVPR 2020 LEARNED STEP SIZE QUANTIZATION ICLR 2020 Learned Video Compression via Joint Spatial-Temporal Correlation Exploration AAAI 2020 Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language AAAI 2020 Learning 3D Semantic Scene Graphs From 3D Indoor Reconstructions CVPR 2020 Learning a distance function with a Siamese network to localize anomalies in videos WACV 2020 Learning a Dynamic Map of Visual Appearance CVPR 2020 Learning Agent Communication under Limited Bandwidth by Message Pruning AAAI 2020 Learning Agile Robotic Locomotion Skills by Imitating Animals RSS 2020 Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020 Learning a Multi-Domain Curriculum for Neural Machine Translation ACL 2020 Learning and Evaluating Contextual Embedding of Source Code ICML 2020 Learning a Neural 3D Texture Space From 2D Exemplars CVPR 2020 Learning a Neural Solver for Multiple Object Tracking CVPR 2020 Learning an Expert Skill-Space for Replanning Dynamic Quadruped Locomotion over Obstacles CoRL 2020