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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330

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1,828

2,498

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3,854

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6,422

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Papers (including subtopics)

Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus Interspeech 2022 Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022 Towards Improving Calibration in Object Detection Under Domain Shift NeurIPS 2022 Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022 Towards Light-Weight and Real-Time Line Segment Detection AAAI 2022 Towards Low-Cost and Efficient Malaria Detection CVPR 2022 Towards Model Agnostic Federated Learning Using Knowledge Distillation ICLR 2022 Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022 Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP 2022 Towards Practical Certifiable Patch Defense With Vision Transformer CVPR 2022 Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks CVPR 2022 Towards Principled Disentanglement for Domain Generalization CVPR 2022 Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information EMNLP 2022 Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022 Towards Return Parity in Markov Decision Processes AISTATS 2022 Towards Robust Adaptive Object Detection Under Noisy Annotations CVPR 2022 Towards Robust Dense Retrieval via Local Ranking Alignment IJCAI 2022 Towards Robust Named Entity Recognition via Temporal Domain Adaptation and Entity Context Understanding AAAI 2022 Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022 Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022 Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts EMNLP 2022 Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems EMNLP 2022 Towards Robust Vision Transformer CVPR 2022 Towards Scale Balanced 6-DoF Grasp Detection in Cluttered Scenes CoRL 2022 Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022