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

7,176

1,666

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Papers (including subtopics)

The Indoor-Training Effect: Unexpected Gains from Distribution Shifts in the Transition Function AAAI 2025 The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models ICCV 2025 The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025 The iRead4Skills Intelligent Complexity Analyzer EMNLP 2025 The Kyrgyz Seed Dataset Submission to the WMT25 Open Language Data Initiative Shared Task EMNLP 2025 The Lawyer That Never Thinks: Consistency and Fairness as Keys to Reliable AI ACL 2025 The Mainstays of Trustworthy Machine Learning AAAI 2025 The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects ACL 2025 The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure EMNLP 2025 The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling ICLR 2025 Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025 Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport ICML 2025 The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition CVPR 2025 The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation AAAI 2025 The Pitfalls of Memorization: When Memorization Hurts Generalization ICLR 2025 The Pitfalls of “Security by Obscurity” and What They Mean for Transparent AI AAAI 2025 The Power of Framing: How News Headlines Guide Search Behavior EMNLP 2025 The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions ICLR 2025 The Power of Simplicity in LLM-Based Event Forecasting ACL 2025 The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products ICML 2025 The Price of Linear Time: Error Analysis of Structured Kernel Interpolation ICML 2025 The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing ACL 2025 ThermalGaussian: Thermal 3D Gaussian Splatting ICLR 2025 The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models EMNLP 2025 The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? ACL 2025