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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35

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142

116

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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 Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis ICLR 2021 Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks AAAI 2021 Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets CVPR 2021 Towards Hybrid Human-Machine Workflow for Natural Language Generation EACL 2021 Towards Improving Adversarial Training of NLP Models EMNLP 2021 Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models NAACL 2021 Towards Learning Spatially Discriminative Feature Representations ICCV 2021 Towards Low-Resource Real-Time Assessment of Empathy in Counselling NAACL 2021 Towards Memory-Efficient Neural Networks via Multi-Level In Situ Generation ICCV 2021 Towards Novel Target Discovery Through Open-Set Domain Adaptation ICCV 2021 Towards Objectively Evaluating the Quality of Generated Medical Summaries EACL 2021 Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach ICML 2021 Towards optimally abstaining from prediction with OOD test examples NeurIPS 2021 Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation NeurIPS 2021 Towards Quantifiable Dialogue Coherence Evaluation ACL 2021 Towards Reducing Biases in Combining Multiple Experts Online IJCAI 2021 Towards Reusable Network Components by Learning Compatible Representations AAAI 2021 Towards Robust and Reliable Algorithmic Recourse NeurIPS 2021 Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021 Towards Robust Model Reuse in the Presence of Latent Domains IJCAI 2021 Towards Robustness of Text-to-SQL Models against Synonym Substitution ACL 2021 Towards Robust Neural Networks via Close-loop Control ICLR 2021 Towards robust vision by multi-task learning on monkey visual cortex NeurIPS 2021 Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution AAAI 2021 Towards Rotation Invariance in Object Detection ICCV 2021