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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1,828

2,498

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Papers (including subtopics)

Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks ICLR 2024 Accurate Knowledge Distillation via n-best Reranking NAACL 2024 Accurate LoRA-Finetuning Quantization of LLMs via Information Retention ICML 2024 Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models ICLR 2024 Accurate Training Data for Occupancy Map Prediction in Automated Driving Using Evidence Theory CVPR 2024 ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models NeurIPS 2024 Achievable distributional robustness when the robust risk is only partially identified NeurIPS 2024 Achievable Fairness on Your Data With Utility Guarantees NeurIPS 2024 Achieving Domain-Independent Certified Robustness via Knowledge Continuity NeurIPS 2024 Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning AISTATS 2024 Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers AISTATS 2024 Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning ICML 2024 A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design ICML 2024 A Closer Look at AUROC and AUPRC under Class Imbalance NeurIPS 2024 A Closer Look at Claim Decomposition NAACL 2024 A Closer Look at Multidimensional Online Political Incivility EMNLP 2024 AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations COLING 2024 A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy ACL 2024 A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ACL 2024 A Compact Dynamic 3D Gaussian Representation for Real-Time Dynamic View Synthesis ECCV 2024 A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection Interspeech 2024 A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking the Privacy-Utility Trade-off COLING 2024 A Comparative Study of Explicit and Implicit Gender Biases in Large Language Models via Self-evaluation COLING 2024 A Comprehensive Augmentation Framework for Anomaly Detection AAAI 2024 A Comprehensive Evaluation of Quantization Strategies for Large Language Models ACL 2024