| Disentangling Granularity: An Implicit Inductive Bias in Factorized VAEs | May 30, 2025 | DisentanglementInductive Bias | —Unverified | 0 |
| Multi-Domain ABSA Conversation Dataset Generation via LLMs for Real-World Evaluation and Model Comparison | May 30, 2025 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| PhySense: Principle-Based Physics Reasoning Benchmarking for Large Language Models | May 30, 2025 | Benchmarking | —Unverified | 0 |
| Time Blindness: Why Video-Language Models Can't See What Humans Can? | May 30, 2025 | Temporal SequencesVideo Understanding | —Unverified | 0 |
| Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Transfer in Sense-Aware Tasks | May 30, 2025 | Cross-Lingual TransferMultilingual NLP | —Unverified | 0 |
| DeepBoost-AF: A Novel Unsupervised Feature Learning and Gradient Boosting Fusion for Robust Atrial Fibrillation Detection in Raw ECG Signals | May 30, 2025 | Atrial Fibrillation Detection | —Unverified | 0 |
| Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control | May 30, 2025 | continuous-controlContinuous Control | —Unverified | 0 |
| Quick-Draw Bandits: Quickly Optimizing in Nonstationary Environments with Extremely Many Arms | May 30, 2025 | Multi-Armed Bandits | —Unverified | 0 |
| Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting | May 30, 2025 | image-classificationImage Classification | —Unverified | 0 |
| A SHAP-based explainable multi-level stacking ensemble learning method for predicting the length of stay in acute stroke | May 30, 2025 | Ensemble Learningfeature selection | —Unverified | 0 |
| LightSAM: Parameter-Agnostic Sharpness-Aware Minimization | May 30, 2025 | Sensitivity | —Unverified | 0 |
| Rethinking Continual Learning with Progressive Neural Collapse | May 30, 2025 | Continual Learning | —Unverified | 0 |
| On Fairness of Task Arithmetic: The Role of Task Vectors | May 30, 2025 | FairnessHate Speech Detection | —Unverified | 0 |
| GradPower: Powering Gradients for Faster Language Model Pre-Training | May 30, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Emergence of Weak-to-Strong Generalization: A Bias-Variance Perspective | May 30, 2025 | Attribute | —Unverified | 0 |
| Multi-task Learning for Heterogeneous Multi-source Block-Wise Missing Data | May 30, 2025 | MarketingMulti-Task Learning | —Unverified | 0 |
| Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning | May 30, 2025 | Retrieval | —Unverified | 0 |
| Graph Flow Matching: Enhancing Image Generation with Neighbor-Aware Flow Fields | May 30, 2025 | Image Generation | —Unverified | 0 |
| Smooth Model Compression without Fine-Tuning | May 30, 2025 | modelModel Compression | —Unverified | 0 |
| Neuro-Symbolic Operator for Interpretable and Generalizable Characterization of Complex Piezoelectric Systems | May 30, 2025 | Model Discovery | —Unverified | 0 |
| Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees | May 30, 2025 | Combinatorial Optimization | —Unverified | 0 |
| Learning Distributions over Permutations and Rankings with Factorized Representations | May 30, 2025 | Combinatorial OptimizationRe-Ranking | —Unverified | 0 |
| QGAN-based data augmentation for hybrid quantum-classical neural networks | May 30, 2025 | Data AugmentationQuantum Machine Learning | —Unverified | 0 |
| Cascading Adversarial Bias from Injection to Distillation in Language Models | May 30, 2025 | Bias DetectionCode Generation | —Unverified | 0 |
| Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking | May 30, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity | May 30, 2025 | Decision Making | —Unverified | 0 |
| Aligning Protein Conformation Ensemble Generation with Physical Feedback | May 30, 2025 | DenoisingDrug Discovery | —Unverified | 0 |
| MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM | May 30, 2025 | HallucinationMultimodal Reasoning | —Unverified | 0 |
| Multi-task Learning for Heterogeneous Data via Integrating Shared and Task-Specific Encodings | May 30, 2025 | Data IntegrationMarketing | —Unverified | 0 |
| Data Fusion for Partial Identification of Causal Effects | May 30, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Distributed gradient methods under heavy-tailed communication noise | May 30, 2025 | Distributed Optimization | —Unverified | 0 |
| Geospatial Foundation Models to Enable Progress on Sustainable Development Goals | May 30, 2025 | BenchmarkingEarth Observation | —Unverified | 0 |
| Interpretable phenotyping of Heart Failure patients with Dutch discharge letters | May 30, 2025 | Prognosis | —Unverified | 0 |
| MoDoMoDo: Multi-Domain Data Mixtures for Multimodal LLM Reinforcement Learning | May 30, 2025 | | —Unverified | 0 |
| CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer | May 30, 2025 | In-Context Learning | —Unverified | 0 |
| Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models | May 30, 2025 | Large Language Model | —Unverified | 0 |
| Benchmarking Large Language Models for Cryptanalysis and Mismatched-Generalization | May 30, 2025 | BenchmarkingCryptanalysis | —Unverified | 0 |
| Intuitionistic Fuzzy Sets for Large Language Model Data Annotation: A Novel Approach to Side-by-Side Preference Labeling | May 30, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automated Structured Radiology Report Generation | May 30, 2025 | Benchmarking | —Unverified | 0 |
| HiCaM: A Hierarchical-Causal Modification Framework for Long-Form Text Modification | May 30, 2025 | Form | —Unverified | 0 |
| Exploring the Impact of Occupational Personas on Domain-Specific QA | May 30, 2025 | Question Answering | —Unverified | 0 |
| CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation | May 30, 2025 | BenchmarkingMachine Translation | —Unverified | 0 |
| Limited-Resource Adapters Are Regularizers, Not Linguists | May 30, 2025 | Cross-Lingual TransferMachine Translation | —Unverified | 0 |
| Improving Language and Modality Transfer in Translation by Character-level Modeling | May 30, 2025 | Speech-to-TextSpeech-to-Text Translation | —Unverified | 0 |
| GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training | May 30, 2025 | MTEB BenchmarkNatural Language Inference | —Unverified | 0 |
| When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation | May 30, 2025 | Dialogue GenerationDiversity | —Unverified | 0 |
| A Simple Linear Patch Revives Layer-Pruned Large Language Models | May 30, 2025 | Knowledge DistillationQuestion Answering | —Unverified | 0 |
| Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration | May 30, 2025 | Bayesian OptimisationDiversity | —Unverified | 0 |
| AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time | May 30, 2025 | Answer Generation | —Unverified | 0 |
| Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning | May 30, 2025 | Mathreinforcement-learning | —Unverified | 0 |