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One shot Learning

One-shot Learning

Publish Date Title Authors PDF Code
2025-05-23 Generative Distribution Embeddings Nic Fishman et.al. 2505.18150v1 null
2025-05-23 Lost in the Haystack: Smaller Needles are More Difficult for LLMs to Find Owen Bianchi et.al. 2505.18148v1 null
2025-05-23 Nonadiabatic reactive scattering of hydrogen on different surface facets of copper Wojciech G. Stark et.al. 2505.18147v1 null
2025-05-23 Stochastic agent-based Monte Carlo simulations for reaction-diffusion models, population dynamics, and epidemic spreading Mohamed Swailem et.al. 2505.18145v1 null
2025-05-23 INN-FF: A Scalable and Efficient Machine Learning Potential for Molecular Dynamics Taskin Mehereen et.al. 2505.18141v1 null
2025-05-23 Boosting Open Set Recognition Performance through Modulated Representation Learning Amit Kumar Kundu et.al. 2505.18137v1 null
2025-05-23 Gaming Tool Preferences in Agentic LLMs Kazem Faghih et.al. 2505.18135v1 null
2025-05-23 VideoGameBench: Can Vision-Language Models complete popular video games? Alex L. Zhang et.al. 2505.18134v1 null
2025-05-23 BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models Dingqing Ye et.al. 2505.18132v1 null
2025-05-23 Leveraging KANs for Expedient Training of Multichannel MLPs via Preconditioning and Geometric Refinement Jonas A. Actor et.al. 2505.18131v1 null
2025-05-23 One RL to See Them All: Visual Triple Unified Reinforcement Learning Yan Ma et.al. 2505.18129v1 null
2025-05-23 Tuning Thermal Conductivity and Electron-Phonon Interactions in Carbon and Boron Nitride Moiré Diamanes via Twist Angle Manipulation Rustam Arabov et.al. 2505.18127v1 null
2025-05-23 Reward Model Overoptimisation in Iterated RLHF Lorenz Wolf et.al. 2505.18126v1 null
2025-05-23 TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations Alan Arazi et.al. 2505.18125v1 null
2025-05-23 ProgRM: Build Better GUI Agents with Progress Rewards Danyang Zhang et.al. 2505.18121v1 null
2025-05-23 Scalable Policy Maximization Under Network Interference Aidan Gleich et.al. 2505.18118v1 null
2025-05-23 Bridging Supervised Learning and Reinforcement Learning in Math Reasoning Huayu Chen et.al. 2505.18116v1 null
2025-05-23 Beyond Discreteness: Finite-Sample Analysis of Straight-Through Estimator for Quantization Halyun Jeong et.al. 2505.18113v1 null
2025-05-23 Accelerating Learned Image Compression Through Modeling Neural Training Dynamics Yichi Zhang et.al. 2505.18107v1 null
2025-05-23 F-ANcGAN: An Attention-Enhanced Cycle Consistent Generative Adversarial Architecture for Synthetic Image Generation of Nanoparticles Varun Ajith et.al. 2505.18106v1 null
2025-05-23 How Can I Publish My LLM Benchmark Without Giving the True Answers Away? Takashi Ishida et.al. 2505.18102v1 null
2025-05-23 Dynamic Dual Buffer with Divide-and-Conquer Strategy for Online Continual Learning Congren Dai et.al. 2505.18101v1 null
2025-05-23 Planning without Search: Refining Frontier LLMs with Offline Goal-Conditioned RL Joey Hong et.al. 2505.18098v1 null
2025-05-23 Towards more transferable adversarial attack in black-box manner Chun Tong Lei et.al. 2505.18097v1 null
2025-05-23 Data Mixing Can Induce Phase Transitions in Knowledge Acquisition Xinran Gu et.al. 2505.18091v1 null
2025-05-23 Evaluation of derivatives using approximate generalized parameter shift rule Vytautas Abramavicius et.al. 2505.18090v1 null
2025-05-23 Early-Exit Graph Neural Networks Andrea Giuseppe Di Francesco et.al. 2505.18088v1 null
2025-05-23 CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays Hyungyung Lee et.al. 2505.18087v1 null
2025-05-23 Stable Reinforcement Learning for Efficient Reasoning Muzhi Dai et.al. 2505.18086v1 null
2025-05-23 What Do You Need for Diverse Trajectory Stitching in Diffusion Planning? Quentin Clark et.al. 2505.18083v1 null