| 51 |
New Bounds for Kernel Sums via Fast Spherical Embeddings
Tal Wagner
|
|
cs.DS
|
0 |
1 month ago |
| 52 |
CombinationTS: A Modular Framework for Understanding Time-Series Forecasting Models
Xiaorui Wang, Fanda Fan, ... (+10 more)
|
|
cs.LG
|
0 |
1 month ago |
| 53 |
Local Hessian Spectral Filtering for Robust Intrinsic Dimension Estimation
Genki Osada
|
|
cs.LG
|
0 |
1 month ago |
| 54 |
Visual Implicit Autoregressive Modeling
Pengfei Jiang, Jixiang Luo, ... (+3 more)
|
|
cs.CV
|
0 |
1 month ago |
| 55 |
Focus and Dilution: The Multi-stage Learning Process of Attention
Zheng-An Chen, Pengxiao Lin, ... (+2 more)
|
|
cs.LG
|
0 |
1 month ago |
| 56 |
Networked Information Aggregation for Binary Classification
MohammadHossein Bateni, Zahra Hadizadeh, ... (+3 more)
|
|
cs.LG
|
0 |
1 month ago |
| 57 |
SURGE: Approximation-free Training Free Particle Filter for Diffusion Surrogate
Lifu Wei, Yinuo Ren, ... (+2 more)
|
|
stat.ML
|
0 |
28 days ago |
| 58 |
Can Adaptive Gradient Methods Converge under Heavy-Tailed Noise? A Case Study of AdaGrad
Zijian Liu
|
|
math.OC
|
0 |
28 days ago |
| 59 |
An Approximation Algorithm for Graph Label Selection
Josia John, Maximilian Probst Gutenberg, Simon Meierhans
|
|
cs.DS
|
0 |
28 days ago |
| 60 |
ManiSoft: Towards Vision-Language Manipulation for Soft Continuum Robotics
Ziyu Wei, Luting Wang, ... (+3 more)
|
|
cs.RO
|
0 |
28 days ago |
| 61 |
Randomized Advantage Transformation (RAT): Computing Natural Policy Gradients via Direct Backpropagation
Mingfei Sun
|
|
cs.LG
|
0 |
28 days ago |
| 62 |
Protein Fold Classification at Scale: Benchmarking and Pretraining
Dexiong Chen, Andrei Manolache, ... (+2 more)
|
|
cs.LG
|
0 |
28 days ago |
| 63 |
Easier to Judge than to Find: Predicting In-Context Learning Success for Demonstration Selection
Haochun Wang, Chaofen Yang, ... (+6 more)
|
|
cs.CL
|
0 |
28 days ago |
| 64 |
Decoupled Conformal Optimisation: Efficient Prediction Sets via Independent Tuning and Calibration
Fanyi Wu, Lihua Niu, ... (+2 more)
|
|
cs.LG
|
0 |
28 days ago |
| 65 |
StableVLA: Towards Robust Vision-Language-Action Models without Extra Data
Yiyang Fu, Chubin Zhang, ... (+8 more)
|
|
cs.CV
|
0 |
28 days ago |
| 66 |
From Volume to Value: Preference-Aligned Memory Construction for On-Device RAG
Changmin Lee, Jaemin Kim, Taesik Gong
|
|
cs.CL
|
0 |
28 days ago |
| 67 |
Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos
X. Feng, J. Zhu, ... (+7 more)
|
|
cs.CV
|
0 |
28 days ago |
| 68 |
The Expressive Power of Low Precision Softmax Transformers with (Summarized) Chain-of-Thought
Moritz Brösamle, Stephan Eckstein
|
|
cs.LG
|
0 |
28 days ago |
| 69 |
LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning
Sangjun Bae, Yisak Park, ... (+2 more)
|
|
cs.AI
|
0 |
28 days ago |
| 70 |
FLAG: Foundation model representation with Latent diffusion Alignment via Graph for spatial gene expression prediction
Qi Si, Penglei Wang, ... (+6 more)
|
|
cs.LG
|
0 |
28 days ago |
| 71 |
FedSDR: Federated Self-Distillation with Rectification
Ziheng Ren, Zhanming Shen, ... (+3 more)
|
|
cs.LG
|
0 |
28 days ago |
| 72 |
Interaction-Breaking Adversarial Learning Framework for Robust Multi-Agent Reinforcement Learning
Sunwoo Lee, Mingu Kang, ... (+2 more)
|
|
cs.LG
|
0 |
28 days ago |
| 73 |
RL4RLA: Teaching ML to Discover Randomized Linear Algebra Algorithms Through Curriculum Design and Graph-Based Search
Jinglong Xiong, Xiaotian Liu, ... (+5 more)
|
|
cs.LG
|
0 |
28 days ago |
| 74 |
Predictive Prefetching for Retrieval-Augmented Generation
Wuyang Zhang, Shichao Pei
|
|
cs.CL
|
0 |
28 days ago |
| 75 |
One Model to Translate Them All: Universal Any-to-Any Translation for Heterogeneous Collaborative Perception
Yang Li, Weize Li, ... (+8 more)
|
|
cs.CV
|
0 |
28 days ago |
| 76 |
Simple Approximation and Derivative Free Inference-Time Scaling for Diffusion Models via Sequential Monte Carlo on Path Measures
Chenyang Wang, Weizhong Wang, ... (+3 more)
|
|
stat.ML
|
0 |
28 days ago |
| 77 |
Content-Style Identification via Differential Independence
Subash Timilsina, Hoang-Son Nguyen, ... (+2 more)
|
|
cs.LG
|
0 |
28 days ago |
| 78 |
WinQ: Accelerating Quantization-Aware Training of Language Models Around Saddle Points
Dongyue Li, Zechun Liu, ... (+7 more)
|
|
cs.LG
|
0 |
29 days ago |
| 79 |
Position: Age Estimation Models Do Not Process Biometric Data
Nikita Marshalkin
|
|
cs.CY
|
0 |
29 days ago |
| 80 |
Transitivity Meets Cyclicity: Explicit Preference Decomposition for Dynamic Large Language Model Alignment
Yucong Huang, Xiucheng Li, ... (+2 more)
|
|
cs.CL
|
0 |
29 days ago |
| 81 |
Olivia: Harmonizing Time Series Foundation Models with Power Spectral Density
Jingru Fei, Kun Yi, ... (+4 more)
|
|
cs.LG
|
0 |
29 days ago |
| 82 |
Beyond Detection: A Structure-Aware Framework for Scene Text Tracking
Chenmin Yu, Liu Yu, ... (+4 more)
|
|
cs.CV
|
0 |
29 days ago |
| 83 |
Active Budget Allocation for Efficient Scaling Law Estimation via Surrogate-Guided Pruning
Viktoria Schram, Markus Hiller, ... (+2 more)
|
|
cs.LG
|
0 |
29 days ago |
| 84 |
The Geometry of Projection Heads: Conditioning, Invariance, and Collapse
Faris Chaudhry
|
|
cs.LG
|
0 |
1 month ago |
| 85 |
New Wide-Net-Casting Jailbreak Attacks Risk Large Models
Qiuchi Xiang, Haoxuan Qu, ... (+2 more)
|
|
cs.CR
|
0 |
1 month ago |
| 86 |
Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness and Safety
Seok-Jin Kim
|
|
stat.ML
|
0 |
1 month ago |
| 87 |
Scientific Logicality Enriched Methodology for LLM Reasoning: A Practice in Physics
Zhaoxin Yu, Nan Xu, ... (+4 more)
|
|
cs.AI
|
0 |
1 month ago |
| 88 |
D$^2$Evo: Dual Difficulty-Aware Self-Evolution for Data-Efficient Reinforcement Learning
Ru Zhang, Renda Li, ... (+5 more)
|
|
cs.LG
|
0 |
1 month ago |
| 89 |
Generalizable and Actionable Parts Pose Estimation with Symmetry Annotation-Free Learning Strategy
Wenxiao Chen, Xueyu Yuan, ... (+3 more)
|
|
cs.RO
|
0 |
1 month ago |
| 90 |
A Fourier perspective on the learning dynamics of neural networks: from sample complexities to mechanistic insights
Fabiola Ricci, Claudia Merger, Sebastian Goldt
|
|
stat.ML
|
0 |
1 month ago |
| 91 |
SE-GA: Memory-Augmented Self-Evolution for GUI Agents
Shilong Jin, Lanjun Wang, Zhuosheng Zhang
|
|
cs.LG
|
0 |
1 month ago |
| 92 |
Reasoning Can Be Restored by Correcting a Few Decision Tokens
Changshuo Shen, Leheng Sheng, ... (+3 more)
|
|
cs.AI
|
0 |
1 month ago |
| 93 |
Atoms as Language: VQ-Atom: Semantic Discretization for Molecular Representation Learning
Takayuki Kimura
|
|
cs.LG
|
0 |
1 month ago |
| 94 |
The Unlearnability Phenomenon in RLVR for Language Models
Yulin Chen, He He, Chen Zhao
|
|
cs.LG
|
0 |
1 month ago |
| 95 |
UB-SMoE: Universally Balanced Sparse Mixture-of-Experts for Resource-adaptive Federated Fine-tuning of Foundation Models
Van-Tuan Tran, Hong-Hanh Nguyen-Le, ... (+2 more)
|
|
cs.LG
|
0 |
1 month ago |
| 96 |
Adversarially Robust Approximate Furthest Neighbor
Kiarash Banihashem, Jeff Giliberti, ... (+6 more)
|
|
cs.DS
|
0 |
1 month ago |
| 97 |
How Few-Shot Examples Add Up: A Causal Decomposition of Function Vectors in In-Context Learning
Entang Wang, Yiwei Wang, ... (+2 more)
|
|
cs.LG
|
0 |
1 month ago |
| 98 |
Automatic Unsupervised Ensemble Outlier Model Selection--Extended Version
Hong-Phuc Phan, Tuan-Anh Vu, ... (+4 more)
|
|
cs.LG
|
0 |
1 month ago |
| 99 |
STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics-Physics Dual System
Zhen Luo, Yixuan Yang, ... (+6 more)
|
|
cs.CV
|
0 |
1 month ago |
| 100 |
MIND: Decoupling Model-Induced Label Noise via Latent Manifold Disentanglement
Dayong Ren
|
|
cs.LG
|
0 |
1 month ago |