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

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5

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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

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Papers (including subtopics)

Towards Discriminability and Diversity: Batch Nuclear-Norm Maximization Under Label Insufficient Situations CVPR 2020 Towards Efficient Model Compression via Learned Global Ranking CVPR 2020 Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation CVPR 2020 Towards Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning COLING 2020 Towards Fully 8-bit Integer Inference for the Transformer Model IJCAI 2020 Towards Inheritable Models for Open-Set Domain Adaptation CVPR 2020 Towards Making the Most of BERT in Neural Machine Translation AAAI 2020 Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation AACL 2020 Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ACL 2020 Towards Oracle Knowledge Distillation with Neural Architecture Search AAAI 2020 Towards practical differentially private causal graph discovery NeurIPS 2020 Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization IJCAI 2020 Towards Reversal-Based Textual Data Augmentation for NLI Problems with Opposable Classes ACL 2020 Towards Robustifying NLI Models Against Lexical Dataset Biases ACL 2020 Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning AAAI 2020 Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning AAAI 2020 Towards Speech Robustness for Acoustic Scene Classification Interspeech 2020 Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization ICLR 2020 Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning JMLR 2020 Towards Threshold Invariant Fair Classification UAI 2020 Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages COLING 2020 Towards Understanding ASR Error Correction for Medical Conversations ACL 2020 Towards Understanding Gender Bias in Relation Extraction ACL 2020 Towards Unified INT8 Training for Convolutional Neural Network CVPR 2020 Towards Universal Representation Learning for Deep Face Recognition CVPR 2020