GaussianAnything: Interactive Point Cloud Flow Matching For 3D Object Generation
Comments ICLR 2025 project page: https://nirvanalan.github.io/projects/GA/
期刊&会议
ICLR
International Conference on Learning Representations · 会议 · Machine Learning
RL-STaR: Theoretical Analysis of Reinforcement Learning Frameworks for Self-Taught Reasoner
Journal ref ICLR 2025 Workshop on Reasoning and Planning for Large Language Models
Think While You Generate: Discrete Diffusion with Planned Denoising
Comments ICLR 2025
Optimized Multi-Token Joint Decoding with Auxiliary Model for LLM Inference
Journal ref ICLR 2025
Neural Approximate Mirror Maps for Constrained Diffusion Models
Comments ICLR 2025
Enhancing Downstream Analysis in Genome Sequencing: Species Classification While Basecalling
Comments Accepted as Tiny Paper at MLGenX workshop, ICLR, 2025
Latent Diffusion U-Net Representations Contain Positional Embeddings and Anomalies
Comments ICLR 2025 Workshop on Deep Generative Models: Theory, Principle, and Efficacy
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models
Comments ICLR 2025
Discovering Influential Neuron Path in Vision Transformers
Comments Accepted in ICLR 2025
Model Equality Testing: Which Model Is This API Serving?
Comments ICLR 2025 Camera-Ready
Sort-free Gaussian Splatting via Weighted Sum Rendering
Comments ICLR 2025
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark
Comments Accepted to ICLR 2025. Code, docs, weight, benchmark and training data are all avaliable at https://rese1f.github.io/aurora-web/
A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization
Journal ref The Thirteenth International Conference on Learning Representations (2025)
Atlas Gaussians Diffusion for 3D Generation
Comments Published at ICLR 2025 (Spotlight). Project page: https://yanghtr.github.io/projects/atlas_gaussians
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
Journal ref ICLR 2025: https://openreview.net/forum?id=uvHmnahyp1
Towards Federated RLHF with Aggregated Client Preference for LLMs
Comments ICLR'25
Drought forecasting using a hybrid neural architecture for integrating time series and static data
Comments 10 pages, 3 figures, published as a workshop paper at Tackling Climate Change with Machine Learning at ICLR 2025, Tackling Climate Change with Machine Learning is a non-archival workshop
Graph Neural Networks for Enhancing Ensemble Forecasts of Extreme Rainfall
Comments Accepted paper at ICLR 2025 - Tackling Climate Change with Machine Learning Workshop (https://www.climatechange.ai/events/iclr2025)
Intermediate Layer Classifiers for OOD generalization
Comments ICLR 2025
Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images
Comments Accepted by ICLR 2025
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
Comments ICLR 2025
Compute-Constrained Data Selection
Comments Published as a conference paper at ICLR 2025
What Makes Large Language Models Reason in (Multi-Turn) Code Generation?
Comments Published as a conference paper at ICLR 2025
Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models
Comments The paper has been accepted in ICLR 2025 as spotlight presentation
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding
Comments Published as a conference paper at The International Conference on Learning Representations 2025
When does compositional structure yield compositional generalization? A kernel theory
Comments Published at ICLR 2025
Analysis of Linear Mode Connectivity via Permutation-Based Weight Matching: With Insights into Other Permutation Search Methods
Comments In Proceedings of the Thirteenth International Conference on Learning Representations (ICLR 2025)
SparsyFed: Sparse Adaptive Federated Training
Comments Published as a conference paper at ICLR 2025
PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition
Comments Accepted by ICLR 2025
GReaTer: Gradients over Reasoning Makes Smaller Language Models Strong Prompt Optimizers
Comments ICLR 2025 Camera Ready
