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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6,422

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Papers (including subtopics)

CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning AAAI 2025 CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges ACL 2025 Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty JMLR 2025 Calibrated Physics-Informed Uncertainty Quantification ICML 2025 Calibrating LLM Confidence by Probing Perturbed Representation Stability EMNLP 2025 Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025 Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations EMNLP 2025 Calibration as a Proxy for Fairness and Efficiency in a Perspectivist Ensemble Approach to Irony Detection EMNLP 2025 Call for Rigor in Reporting Quality of Instruction Tuning Data ACL 2025 CALLIC: Content Adaptive Learning for Lossless Image Compression AAAI 2025 CalligraphicOCR for Chinese Calligraphy Recognition EMNLP 2025 CALM: Consensus-Aware Localized Merging for Multi-Task Learning ICML 2025 CAMEx: Curvature-aware Merging of Experts ICLR 2025 CAMH: Advancing Model Hijacking Attack in Machine Learning AAAI 2025 CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction AAAI 2025 CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation WACV 2025 Can Adversarial Examples Be Parsed to Reveal Victim Model Information? WACV 2025 Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence ICML 2025 Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression ICML 2025 Can DBNNs Robust to Environmental Noise for Resource-constrained Scenarios? ICML 2025 Can Diffusion Models Generalize? Privacy and Fairness Trade-offs for Medical Data Sharing. MIDL 2025 Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation EMNLP 2025 Can GPTZero’s AI Vocabulary Distinguish Between LLM-Generated and Student-Written Essays? ACL 2025 Can interpretability and accuracy coexist in cancer survival analysis? MLHC 2025 Can Large language model analyze financial statements well? COLING 2025