Application Areas

Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification. SemEval 2025 Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model CVPR 2025 Anatomy of a Feeling: Narrating Embodied Emotions via Large Vision-Language Models EMNLP 2025 An Auditing Test to Detect Behavioral Shift in Language Models ICLR 2025 An Augmentation-Aware Theory for Self-Supervised Contrastive Learning ICML 2025 AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity EMNLP 2025 Anchor Learning with Potential Cluster Constraints for Multi-view Clustering AAAI 2025 An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ACL 2025 An Effective Manifold-based Optimization Method for Distributionally Robust Classification ICLR 2025 An Effective Theory of Bias Amplification ICLR 2025 An Efficient and Accurate Dynamic Sparse Training Framework Based on Parameter-Freezing AAAI 2025 An Efficient Framework for Crediting Data Contributors of Diffusion Models ICLR 2025 An Efficient Hybrid Vision Transformer for TinyML Applications ICCV 2025 An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks ICML 2025 An Efficient Private GPT Never Autoregressively Decodes ICML 2025 An Efficient Pruner for Large Language Model with Theoretical Guarantee ICML 2025 An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025 An Empirical Analysis of Uncertainty in Large Language Model Evaluations ICLR 2025 An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 ACL 2025 An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint EMNLP 2025 An empirical study of validating synthetic data for formula generation NAACL 2025 An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025 An Evaluation Framework for Product Images Background Inpainting Based on Human Feedback and Product Consistency AAAI 2025 A New Benchmark and Baseline for Real-Time High-Resolution Image Inpainting on Edge Devices WACV 2025 A New Concentration Inequality for Sampling Without Replacement and Its Application for Transductive Learning ICML 2025