Machine Learning

Controllable Unlearning for Image-to-Image Generative Models via ε-Constrained Optimization ICLR 2025 Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025 Controlled Generation for Private Synthetic Text EMNLP 2025 Controlled Generation with Equivariant Variational Flow Matching ICML 2025 Controlled LLM Decoding via Discrete Auto-regressive Biasing ICLR 2025 Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025 Controlled Retrieval-augmented Context Evaluation for Long-form RAG EMNLP 2025 Controlling Equational Reasoning in Large Language Models with Prompt Interventions AAAI 2025 Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation WACV 2025 Controlling Language Confusion in Multilingual LLMs ACL 2025 Controlling Large Language Models Through Concept Activation Vectors AAAI 2025 Controlling Large Language Model with Latent Action ICML 2025 Controlling Multimodal LLMs via Reward-guided Decoding ICCV 2025 Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning ICML 2025 Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection COLING 2025 ControlMed: Adding Reasoning Control to Medical Language Model IJCNLP 2025 Control-oriented Clustering of Visual Latent Representation ICLR 2025 ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control ACL 2025 ControlText: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations EMNLP 2025 Conv-Basis: A New Paradigm for Efficient Attention Inference and Gradient Computation in Transformers EMNLP 2025 Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances AISTATS 2025 Convergence Analysis of Federated Learning Methods Using Backward Error Analysis AAAI 2025 Convergence Analysis of Policy Gradient Methods with Dynamic Stochasticity ICML 2025 Convergence and Divergence of Language Models under Different Random Seeds EMNLP 2025 Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification ICLR 2025