Deep Learning

In-Context Deep Learning via Transformer Models ICML 2025 In-Context Denoising with One-Layer Transformers: Connections between Attention and Associative Memory Retrieval ICML 2025 In-context Language Learning for Endangered Languages in Speech Recognition Interspeech 2025 In-Context Learning as Conditioned Associative Memory Retrieval ICML 2025 In-Context Learning of Soft Nearest Neighbor Classifiers for Intelligible Tabular Machine Learning ACL 2025 In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention ICML 2025 In-Context Meta LoRA Generation IJCAI 2025 In-Context Policy Adaptation via Cross-Domain Skill Diffusion AAAI 2025 In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025 Incorporating Arbitrary Matrix Group Equivariance into KANs ICML 2025 Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025 Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction IJCAI 2025 Incorporating Lexicon-Aligned Prompting in Large Language Model for Tangut–Chinese Translation NAACL 2025 Incorporating Task Progress Knowledge for Subgoal Generation in Robotic Manipulation through Image Edits WACV 2025 Incorporating Visual Correspondence into Diffusion Model for Virtual Try-On ICLR 2025 Increased Compute Efficiency and the Diffusion of AI Capabilities AAAI 2025 Increasing Batch Size Improves Convergence of Stochastic Gradient Descent with Momentum ACML 2025 Incremental Sentence Processing Mechanisms in Autoregressive Transformer Language Models NAACL 2025 Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback EMNLP 2025 Incremental Transformer: Efficient Encoder for Incremented Text Over MRC and Conversation Tasks COLING 2025 Indian Sign Language Recognition and Translation into Odia AACL 2025 IndicSynth: A Large-Scale Multilingual Synthetic Speech Dataset for Low-Resource Indian Languages ACL 2025 indiDataMiner at SemEval-2025 Task 11: From Text to Emotion: Transformer-Based Models for Emotions Detection in Indian Languages SemEval 2025 IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025 Indirect Gradient Matching for Adversarial Robust Distillation ICLR 2025