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One shot Learning

One-shot Learning

Publish Date Title Authors PDF Code
2025-06-20 No Free Lunch: Rethinking Internal Feedback for LLM Reasoning Yanzhi Zhang et.al. 2506.17219v1 null
2025-06-20 Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens Zeyuan Yang et.al. 2506.17218v1 null
2025-06-20 Part$^{2}$GS: Part-aware Modeling of Articulated Objects using 3D Gaussian Splatting Tianjiao Yu et.al. 2506.17212v1 null
2025-06-20 BREAD: Branched Rollouts from Expert Anchors Bridge SFT & RL for Reasoning Xuechen Zhang et.al. 2506.17211v1 null
2025-06-20 DreamCube: 3D Panorama Generation via Multi-plane Synchronization Yukun Huang et.al. 2506.17206v1 null
2025-06-20 Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning Guozheng Ma et.al. 2506.17204v1 null
2025-06-20 UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation Teng Li et.al. 2506.17202v1 null
2025-06-20 Tighter Error Bounds for the qDRIFT Algorithm I. J. David et.al. 2506.17199v1 null
2025-06-20 Dex1B: Learning with 1B Demonstrations for Dexterous Manipulation Jianglong Ye et.al. 2506.17198v1 null
2025-06-20 Schrödinger Bridge Matching for Tree-Structured Costs and Entropic Wasserstein Barycentres Samuel Howard et.al. 2506.17197v1 null
2025-06-20 Detecting LLM-Generated Short Answers and Effects on Learner Performance Shambhavi Bhushan et.al. 2506.17196v1 null
2025-06-20 Facial Landmark Visualization and Emotion Recognition Through Neural Networks Israel Juárez-Jiménez et.al. 2506.17191v1 null
2025-06-20 Optimal Implicit Bias in Linear Regression Kanumuri Nithin Varma et.al. 2506.17187v1 null
2025-06-20 YASMOT: Yet another stereo image multi-object tracker Ketil Malde et.al. 2506.17186v1 null
2025-06-20 A Common Pool of Privacy Problems: Legal and Technical Lessons from a Large-Scale Web-Scraped Machine Learning Dataset Rachel Hong et.al. 2506.17185v1 null
2025-06-20 Variational Learning of Disentangled Representations Yuli Slavutsky et.al. 2506.17182v1 null
2025-06-20 Deep generative models as the probability transformation functions Vitalii Bondar et.al. 2506.17171v1 null
2025-06-20 Continual Learning with Columnar Spiking Neural Networks Denis Larionov et.al. 2506.17169v1 null
2025-06-20 Analyzing PDFs like Binaries: Adversarially Robust PDF Malware Analysis via Intermediate Representation and Language Model Side Liu et.al. 2506.17162v1 null
2025-06-20 Co-Seg++: Mutual Prompt-Guided Collaborative Learning for Versatile Medical Segmentation Qing Xu et.al. 2506.17159v1 null
2025-06-20 Sparse-Reg: Improving Sample Complexity in Offline Reinforcement Learning using Sparsity Samin Yeasar Arnob et.al. 2506.17155v1 null
2025-06-20 Profile monitoring of random functions with Gaussian process basis expansions Takayuki Iguchi et.al. 2506.17153v1 null
2025-06-20 Do We Need Large VLMs for Spotting Soccer Actions? Ritabrata Chakraborty et.al. 2506.17144v1 null
2025-06-20 MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification David Jacob Drexlin et.al. 2506.17140v1 null
2025-06-20 Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models Michael Plainer et.al. 2506.17139v1 null
2025-06-20 Semi-Supervised Multi-Modal Medical Image Segmentation for Complex Situations Dongdong Meng et.al. 2506.17136v1 null
2025-06-20 Robust Training with Data Augmentation for Medical Imaging Classification Josué Martínez-Martínez et.al. 2506.17133v1 null
2025-06-20 Chain-of-Trust: A Progressive Trust Evaluation Framework Enabled by Generative AI Botao Zhu et.al. 2506.17130v1 null
2025-06-20 Rapid and Continuous Trust Evaluation for Effective Task Collaboration Through Siamese Model Botao Zhu et.al. 2506.17128v1 null
2025-06-20 Large Language Model Unlearning for Source Code Xue Jiang et.al. 2506.17125v1 null