Optimization

Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization AAAI 2025 General Loss Functions Lead to (Approximate) Interpolation in High Dimensions JMLR 2025 Generating Likely Counterfactuals Using Sum-Product Networks ICLR 2025 Generating Questions Under Discussion with Reinforcement Learning using Ranking and Scoring for Reward and Evaluation IJCNLP 2025 Generative Co-Design of Antibody Sequences and Structures via Black-Box Guidance in a Shared Latent Space IJCAI 2025 Generative Map Priors for Collaborative BEV Semantic Segmentation CVPR 2025 Generative Prompt Internalization NAACL 2025 Generative Verifiers: Reward Modeling as Next-Token Prediction ICLR 2025 Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning ACL 2025 GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation EMNLP 2025 GenPTQ: Green Post-Training Quantization for Large-Scale ASR Models with Mixed-Precision Bit Allocation EMNLP 2025 GeoAvatar: Adaptive Geometrical Gaussian Splatting for 3D Head Avatar ICCV 2025 GeoDEx: A Unified Geometric Framework for Tactile Dexterous and Extrinsic Manipulation under Force Uncertainty RSS 2025 GeoLoRA: Geometric integration for parameter efficient fine-tuning ICLR 2025 Geometric Median (GM) Matching for Robust k-Subset Selection from Noisy Data ICML 2025 Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025 Geometry-Informed Neural Networks ICML 2025 Get rid of your constraints and reparametrize: A study in NNLS and implicit bias AISTATS 2025 GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks ICLR 2025 Ghidorah: Towards Robust Multi-Scale Information Diffusion Prediction via Test-Time Training AAAI 2025 Global Convergence of Adjoint-Optimized Neural PDEs JMLR 2025 Global Convergence of Policy Gradient in Average Reward MDPs ICLR 2025 Global Identifiability of Overcomplete Dictionary Learning via L1 and Volume Minimization ICLR 2025 Global Optimization with a Power-Transformed Objective and Gaussian Smoothing ICML 2025 Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion CVPR 2025