conftrace_

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)

Encoding Robustness to Image Style via Adversarial Feature Perturbations NIPS 2021
Individual Privacy Accounting via a Rényi Filter NIPS 2021
Post-Training Quantization for Vision Transformer NIPS 2021
An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers NIPS 2021
Fair Sequential Selection Using Supervised Learning Models NIPS 2021
Robustness via Uncertainty-aware Cycle Consistency NIPS 2021
On the Sample Complexity of Privately Learning Axis-Aligned Rectangles NIPS 2021
Efficient Generalization with Distributionally Robust Learning NIPS 2021
Why Do Better Loss Functions Lead to Less Transferable Features? NIPS 2021
Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning NIPS 2021
Powerpropagation: A sparsity inducing weight reparameterisation NIPS 2021
Stronger NAS with Weaker Predictors NIPS 2021
Differentially Private Sampling from Distributions NIPS 2021
Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies NIPS 2021
Bandit Quickest Changepoint Detection NIPS 2021
Can multi-label classification networks know what they don’t know? NIPS 2021
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs NIPS 2021
Renyi Differential Privacy of The Subsampled Shuffle Model In Distributed Learning NIPS 2021
DRONE: Data-aware Low-rank Compression for Large NLP Models NIPS 2021
Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks NIPS 2021
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation NIPS 2021
FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention NIPS 2021
Learning Distilled Collaboration Graph for Multi-Agent Perception NIPS 2021
Clustering Effect of Adversarial Robust Models NIPS 2021
Corruption Robust Active Learning NIPS 2021