Self-Supervised Learning

Eeyore: Realistic Depression Simulation via Expert-in-the-Loop Supervised and Preference Optimization ACL 2025 Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data IJCNLP 2025 Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax ICLR 2025 Efficiently Selecting Response Generation Strategies for Synthetic Data Construction by Self-Aligned Perplexity EMNLP 2025 Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark ICLR 2025 Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract) IJCAI 2025 Efficient Self-Supervised Video Hashing with Selective State Spaces AAAI 2025 Efficient Spiking Point Mamba for Point Cloud Analysis ICCV 2025 Efficient Tool Use with Chain-of-Abstraction Reasoning COLING 2025 ELICIT: LLM Augmentation Via External In-context Capability ICLR 2025 EmbiText: Embracing Ambiguity by Annotation, Recognition and Generation of Pronominal Reference with Event-Entity Ambiguity EMNLP 2025 Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions ICCV 2025 Emergent morpho-phonological representations in self-supervised speech models EMNLP 2025 EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion AAAI 2025 EMPLACE: Self-Supervised Urban Scene Change Detection AAAI 2025 Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025 Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025 Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations CVPR 2025 Enhance Multi-View Classification Through Multi-Scale Alignment and Expanded Boundary ICLR 2025 Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025 Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis EMNLP 2025 Enhancing Chinese Offensive Language Detection with Homophonic Perturbation EMNLP 2025 Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025 Enhancing Creative Generation on Stable Diffusion-based Models CVPR 2025 Enhancing Discourse Parsing for Local Structures from Social Media with LLM-Generated Data COLING 2025