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Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

A Group-Theoretic Framework for Data Augmentation NIPS 2020
Avoiding Side Effects in Complex Environments NIPS 2020
Geometric Dataset Distances via Optimal Transport NIPS 2020
Energy-based Out-of-distribution Detection NIPS 2020
Robust Federated Learning: The Case of Affine Distribution Shifts NIPS 2020
High-contrast “gaudy” images improve the training of deep neural network models of visual cortex NIPS 2020
Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion NIPS 2020
Curriculum By Smoothing NIPS 2020
Hard Negative Mixing for Contrastive Learning NIPS 2020
Denoised Smoothing: A Provable Defense for Pretrained Classifiers NIPS 2020
CrossTransformers: spatially-aware few-shot transfer NIPS 2020
Model Fusion via Optimal Transport NIPS 2020
Auditing Differentially Private Machine Learning: How Private is Private SGD? NIPS 2020
Model Class Reliance for Random Forests NIPS 2020
Learning to Adapt to Evolving Domains NIPS 2020
Learning to Decode: Reinforcement Learning for Decoding of Sparse Graph-Based Channel Codes NIPS 2020
Faster DBSCAN via subsampled similarity queries NIPS 2020
De-Anonymizing Text by Fingerprinting Language Generation NIPS 2020
Distributed Distillation for On-Device Learning NIPS 2020
Passport-aware Normalization for Deep Model Protection NIPS 2020
SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy Learning CORL 2020
GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection CORL 2020
Attention-Privileged Reinforcement Learning CORL 2020
Assisted Perception: Optimizing Observations to Communicate State CORL 2020
MuGNet: Multi-Resolution Graph Neural Network for Segmenting Large-Scale Pointclouds CORL 2020