AIRI на ICLR 2026! — 29 апреля 2026 г. в 10:36:32.539
AIRI на ICLR 2026! С 23 по 27 апреля в Рио-де-Жанейро, Бразилия, проходила конференция ICLR — одно из важнейших мероприятий в мире машинного обучения. В этом году исследователи AIRI представили на ней 31 статью: — ️Tighter Performance Theory of FedExProx — ️Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation — ️Obfuscated Activations Bypass LLM Latent-Space Defenses — ️A Statistical Learning Perspective on Semi-dual Adversarial Neural Optimal Transport Solvers — ️InfoBridge: Mutual Information estimation via Bridge Matching — ️Birch SGD: A Tree Graph Framework for Local and Asynchronous SGD Methods — Locally Subspace-Informed Neural Operators for Efficient Multiscale PDE Solving — ️Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence — ️Interaction Field Matching: Overcoming Limitations of Electrostatic Models — ️Proving the Limited Scalability of Centralized Distributed Optimization via a New Lower Bound Construction — ️LoRA meets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters — ️Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences — ️Asynchronous Policy Gradient Aggregation for Efficient Distributed Reinforcement Learning — Deep Learning for Subspace Regression — ️Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs) — ️Entering the Era of Discrete Diffusion Models: A Benchmark for Schrödinger Bridges and Entropic Optimal Transport — ️GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver — ️Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training — MMReD: a Cross-Modal Benchmark for Dense Context Reasoning — ️Logit‑KL Flow Matching: Non‑Autoregressive Text Generation via Sampling‑Hybrid Inference — ️VINTIX II: Decision Pre-Trained Transformer is a Scalable in-Context Reinforcement Learner — ️Modeling the Density of Pixel-level Self-supervised Embeddings for Unsupervised Pathology Segmentation in Medical CT — ️ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL Problems — Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning — ️Recurrent Action Transformer with Memory — ️Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme — ️GeomMotif: A Benchmark for Arbitrary Geometric Preservation in Protein Generation — Zero-Shot Adaptation of Behavioral Foundation Models to Unseen Dynamics — ️cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning — ️HOTA: Hamiltonian framework for Optimal Transport Advection — ️Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting Делимся фотографиями с конференции! P. S. Про воркшопы расскажем отдельно. #AIRIнаКонфе