conftrace_

Application Areas

34,437 papers (4 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

1

3

5

5

4

19

24

28

26

35

42

55

142

116

147

330

517

1,020

1,828

2,498

3,411

3,854

5,063

6,422

7,176

1,666

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

NORESQA: A Framework for Speech Quality Assessment using Non-Matching References NeurIPS 2021 No RL, No Simulation: Learning to Navigate without Navigating NeurIPS 2021 Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement CVPR 2021 Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition NeurIPS 2021 Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation NeurIPS 2021 NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021 Numerical Composition of Differential Privacy NeurIPS 2021 NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization JMLR 2021 NVIDIA NeMo’s Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21 EMNLP 2021 NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM NeurIPS 2021 Object Recognition With Continual Open Set Domain Adaptation for Home Robot WACV 2021 Oblique: Accelerating Page Loads Using Symbolic Execution NSDI 2021 Oblivious Data for Fairness with Kernels JMLR 2021 OctField: Hierarchical Implicit Functions for 3D Modeling NeurIPS 2021 ODIST: Open World Classification via Distributionally Shifted Instances EMNLP 2021 Offline Reinforcement Learning from Images with Latent Space Models L4DC 2021 Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets From 3D Scans ICCV 2021 On a Utilitarian Approach to Privacy Preserving Text Generation NAACL 2021 On Calibration and Out-of-Domain Generalization NeurIPS 2021 Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search ICCV 2021 On Compositional Generalization of Neural Machine Translation ACL 2021 On Data-Augmentation and Consistency-Based Semi-Supervised Learning ICLR 2021 On-Device Streaming Transformer-Based End-to-End Speech Recognition Interspeech 2021 On-Device Text Representations Robust To Misspellings via Projections EACL 2021 On Disentangled Representations Learned from Correlated Data ICML 2021