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

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Papers (including subtopics)

Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning ICLR 2025 Data Attribution: A Data-Centric Approach for Trustworthy AI Development AAAI 2025 Data Augmentation Approaches for Satellite Imagery AAAI 2025 Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization COLING 2025 Data Augmentation for Image Classification using Generative AI WACV 2025 Data Augmentation for Instruction Following Policies via Trajectory Segmentation AAAI 2025 Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis IJCNLP 2025 Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data EMNLP 2025 Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models WACV 2025 Data Caricatures: On the Representation of African American Language in Pretraining Corpora ACL 2025 Data Center Cooling System Optimization Using Offline Reinforcement Learning ICLR 2025 Data-Centric AI for Chest X-Ray Analysis in Resource-Constrained Settings IJCAI 2025 Data-centric NLP Backdoor Defense from the Lens of Memorization NAACL 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025 DataDecide: How to Predict Best Pretraining Data with Small Experiments ICML 2025 Data Distillation for extrapolative protein design through exact preference optimization ICLR 2025 DATA: Domain-And-Time Alignment for High-Quality Feature Fusion in Collaborative Perception ICCV 2025 Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 Dataflow-Guided Neuro-Symbolic Language Models for Type Inference ICML 2025 Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales CVPR 2025 Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior CVPR 2025 Data Generation for Hardware-Friendly Post-Training Quantization WACV 2025 DataGen: Unified Synthetic Dataset Generation via Large Language Models ICLR 2025 DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025 Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development ICML 2025