ICLR 2026 Conference Submissions

Q-learning Penalized Transformer for Safe Offline Reinforcement Learning
ICLR 2026 Conference Submission16459 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback
ICLR 2026 Conference Submission16457 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
A Generalized Geometric Theoretical Framework of Centroid Discriminant Analysis for Linear Classification of Multi-dimensional Data
ICLR 2026 Conference Submission16455 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
OD$^3$: Optimization-free Dataset Distillation for Object Detection
ICLR 2026 Conference Submission16454 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Omni-iEEG: A Large-Scale, Comprehensive iEEG Dataset and Benchmark for Epilepsy Research
ICLR 2026 Conference Submission16453 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
ADATOK: ADAPTIVE VISUAL REPRESENTATION WITH QUALITY-PRESERVING DYNAMIC TOKENS
ICLR 2026 Conference Submission16452 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
RoboOmni: Actions Are Just Another Modality for Your Vision-Language Models
ICLR 2026 Conference Submission16451 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Readout Representation: Redefining Neural Codes by Input Recovery
ICLR 2026 Conference Submission16449 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Modeling Training Dynamics and Error Estimates of DNN-based PDE Solvers: A Continuous Framework
ICLR 2026 Conference Submission16448 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
INFUSER: Injecting Synthetic Failures for Self-Correcting Embodied Agents
ICLR 2026 Conference Submission16447 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
PREP: Pre-inference Guided Token Pruning for Efficient Vision-Language Models
ICLR 2026 Conference Submission16446 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning
ICLR 2026 Conference Submission16445 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Don't Guess the Future, Find the Bottleneck: Spectral Subgoals for Offline Goal-Conditioned RL
ICLR 2026 Conference Submission16443 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Identifiability and recoverability in self-supervised models
ICLR 2026 Conference Submission16442 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Scaling Quantum Machine Learning without Tricks: High-Resolution and Diverse Image Generation
ICLR 2026 Conference Submission16441 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization
ICLR 2026 Conference Submission16439 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Cogito, Ergo Ludo: An Agent that Learns to Play by Reasoning and Planning
ICLR 2026 Conference Submission16438 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
PointWorld: Scaling 3D World Models for In-The-Wild Robotic Manipulation
ICLR 2026 Conference Submission16437 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Context-free Recognition with Transformers
ICLR 2026 Conference Submission16436 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Policy-Based Sentence Simplification: Replacing Parallel Corpora with LLM-as-a-Judge
ICLR 2026 Conference Submission16435 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Cosmos-Eval: Towards Explainable Evaluation of Physics and Semantics in Text-to-Video Models
ICLR 2026 Conference Submission16433 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Leveraging Holistic Explanations to Mitigate Popularity Bias for Recommender Systems
ICLR 2026 Conference Submission16432 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Adaptive Curriculum Strategies: Stabilizing Reinforcement Learning for Large Language Models
ICLR 2026 Conference Submission16430 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Faster Parameter-Free Regret Matching Algorithms
ICLR 2026 Conference Submission16429 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
STARK: Strategic Team of Agents for Refining Kernels
ICLR 2026 Conference Submission16427 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone