Flux Tower Measurements Combined With Deep Learning To Estimate Carbon SequestrationHiyam DebaryLevente Klein2025AGU 2025Invited talk
Enhancing Geospatial Chain-of-Thought Reasoning in Visual Question Answering Models for Multispectral Remote Sensing DataShambhavi ShankerManikandan Padmanabanet al.2025AGU 2025Poster
Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo MethodsIsha PuriShivchander Sudalairajet al.2025NeurIPS 2025Conference paper
Structured Sparse Transition Matrices to Enable State Tracking in State-Space ModelsAleksandar TerzicNicolas Menetet al.2025NeurIPS 2025Conference paper
KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample ComplexityGholamali AminianAmir R Asadiet al.2025NeurIPS 2025Conference paper
Objective Soups: Multilingual Multi-Task Modeling for Speech ProcessingA SaifLisha Chenet al.2025NeurIPS 2025Conference paper
Latent Principle Discovery for Language Model Self-ImprovementKeshav RamjiTahira Naseemet al.2025NeurIPS 2025Conference paper
Fixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model PerformanceAladin DjuheraSwanand Ravindra Kadheet al.2025NeurIPS 2025Conference paper