Learning object representations through amortized inference over probabilistic programs
Francisco Silva, Hélder P. Oliveira, Tania Pereira
Action editor: Andres Masegosa
https://openreview.net/forum?id=nUFSrlJaUr
#generative #representations #inference
On the Importance of Pretraining Data Alignment for Atomic Property Prediction
Yasir M. Ghunaim, Hasan Abed Al Kader Hammoud, Bernard Ghanem
Action editor: Changyou Chen
https://openreview.net/forum?id=jfD9BsrDTb
#dataset #datasets #inception
RLHF in an SFT Way: From Optimal Solution to Reward-Weighted Alignment
Yuhao Du, Zhuo Li, Pengyu Cheng, Zhihong Chen, Yuejiao XIE, Xiang Wan, Anningzhe Gao
Action editor: Jiang Bian
https://openreview.net/forum?id=jewB0UhFuj
#supervised #reinforcement #reward
New #Featured Certification:
PruneFuse: Efficient Data Selection via Weight Pruning and Network Fusion
Humaira Kousar, Hasnain Irshad Bhatti, Jaekyun Moon
https://openreview.net/forum?id=BvnxenZwqY
#pruning #prunefuse #pruned
ReVision: Refining Video Diffusion with Explicit 3D Motion Modeling
Qihao Liu, Ju He, Qihang Yu, Liang-Chieh Chen, Alan Yuille
Action editor: Yu-Xiong Wang
https://openreview.net/forum?id=mQ5frFQTFV
#3d #videos #motions
Characterizing Evolution in Expectation-Maximization Estimates for Overspecified Mixed Linear Re...
Zhankun Luo, Abolfazl Hashemi
Action editor: Arya Mazumdar
https://openreview.net/forum?id=mFdHMNFtrT
#mixture #mixtures #mixing
Softmax is $1/2$-Lipschitz: A tight bound across all $\ell_p$ norms
Pravin Nair
Action editor: Murat Erdogdu
https://openreview.net/forum?id=6dowaHsa6D
#softmax #lipschitz #norms
Hypergraph clustering using Ricci curvature: an edge transport perspective
Olympio Hacquard
Action editor: Lorenzo Orecchia
https://openreview.net/forum?id=HMROU8MXqV
#hypergraph #hypergraphs #hyperedges
RT2I-Bench: Evaluating Robustness of Text-to-Image Systems Against Adversarial Attacks
Athanasios Glentis, Ioannis Tsaknakis, Jiangweizhi Peng et al.
Action editor: Dit-Yan Yeung
https://openreview.net/forum?id=ZUiWjEouSf
#adversarial #rt2i #t2i
Large Language Model Reasoning Failures
Peiyang Song, Pengrui Han, Noah Goodman
Action editor: Ying Nian Wu
https://openreview.net/forum?id=vnX1WHMNmz
#reasoning #language #failures
New #J2C Certification:
Wikipedia in the Era of LLMs: Evolution and Risks
Siming Huang, Yuliang Xu, Mingmeng Geng, Yao Wan, Dongping Chen
https://openreview.net/forum?id=ahVmnYkVLt
#wikipedia #nlp #articles
TRecViT: A Recurrent Video Transformer
Viorica Patraucean, Xu Owen He, Joseph Heyward et al.
Action editor: Adín Ramírez Rivera
https://openreview.net/forum?id=Mmi46Ytb1H
#lstm #memory #attention
New #J2C Certification:
Process Reward Models That Think
Muhammad Khalifa, Rishabh Agarwal, Lajanugen Logeswaran et al.
https://openreview.net/forum?id=FPVCb0WMuN
#thinkprm #reward #trained
Nonlinear reconciliation: Error reduction theorems
Lorenzo Nespoli, Anubhab Biswas, Roberto Rocchetta, Vasco Medici
Action editor: Samuel Vaiter
https://openreview.net/forum?id=dXRWuogm3J
#hypersurfaces #manifolds #curvature
New #Survey Certification:
A Survey of Reasoning in Autonomous Driving Systems: Open Challenges and Emerging Paradigms
Kejin Yu, Yuhan Sun, Taiqiang Wu et al.
https://openreview.net/forum?id=XwQ7dc4bqn
#driving #autonomous #cognitive
Supervised score aggregation for active anomaly detection
Kevin Bleakley, Martin Royer, Benjamin Auder
Action editor: Philip Chan
https://openreview.net/forum?id=nrmJD3XMA3
#anomaly #anomalies #classifier
New #J2C Certification:
Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning
Vinayak Vinayak, Ananyae Kumar bhartari, Vivek Shenoy
https://openreview.net/forum?id=6mFVZSzyev
#derivatives #mollifiers #differential
ASMa: Asymmetric Spatio-temporal Masking for Skeleton Action Representation Learning
Aman Anand, Amir Eskandari, Elyas Rashno, Farhana Zulkernine
Action editor: Jianbo Jiao
https://openreview.net/forum?id=kIFo1q3VMS
#skeleton #recognition #representations
BenchOverflow: Measuring Overflow in Large Language Models via Plain-Text Prompts
Erin Feiglin, Nir Hutnik, Raz Lapid
Action editor: Lingpeng Kong
https://openreview.net/forum?id=tiQjg5i4ii
#benchoverflow #overflow #prompts
PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors
Brian Bernhard Moser, Shalini Sarode, Federico Raue et al.
Action editor: Jaesik Park
https://openreview.net/forum?id=xN58FtB1Gq
#normalization #regularization #batch
On a Gradient Approach to Chebyshev Center Problems with Applications to Function Learning
Abhinav Raghuvanshi, Mayank Baranwal, Debasish Chatterjee
Action editor: Zhiyu Zhang
https://openreview.net/forum?id=lPZVsDhyj3
#optimization #optimal #gradient
SiLVR: A Simple Language-based Video Reasoning Framework
Ce Zhang, Yan-Bo Lin, Ziyang Wang, Mohit Bansal, Gedas Bertasius
Action editor: Anurag Arnab
https://openreview.net/forum?id=mQZbh9Zlbw
#multimodal #subtitles #captions
Beyond Affinity: A Benchmark of 1D, 2D, and 3D Methods Reveals Critical Trade-offs in Structure-B...
Kangyu Zheng, Kai Zhang, Jiale Tan et al.
Action editor: Markus Heinonen
https://openreview.net/forum?id=gaTwx1rzCw
#ligand #docking #pharmaceutical
New #Expert Certification:
Learning Lagrangian Interaction Dynamics with Sampling-Based Model Order Reduction
Hrishikesh Viswanath, Yue Chang, Aleksey Panas et al.
https://openreview.net/forum?id=vXCQA1EzaG
#lagrangian #fluids #sampling
One-Sided Matrix Completion from Ultra-Sparse Samples
Hongyang R. Zhang, Zhenshuo Zhang, Huy Nguyen, Guanghui Lan
Action editor: Ruoyu Sun
https://openreview.net/forum?id=vYGi4Dj777
#sparse #imputation #missingness
New #Survey Certification:
Open Technical Problems in Open-Weight AI Model Risk Management
Stephen Casper, Kyle O'Brien, Shayne Longpre et al.
https://openreview.net/forum?id=8QyGLnFkzc
#risks #weights #risk
AC-PKAN: Attention-Enhanced and Chebyshev Polynomial-Based Physics-Informed Kolmogorov–Arnold Net...
Hangwei Zhang, Zhimu Huang, Yan Wang
Action editor: Nicolas THOME
https://openreview.net/forum?id=J4SkwpIgj7
#attention #chebyshev1kans #gradient
New #J2C Certification:
Continual Robot Learning via Language-Guided Skill Acquisition
Shuo Cheng, Zhaoyi Li, Kelin Yu, Danfei Xu
https://openreview.net/forum?id=oYRNxxGN9u
#reinforcement #skills #skill
COLT: Enhancing Video Large Language Models with Continual Tool Usage
Yuyang Liu, Meng Cao, Xinyuan Shi, Xiaodan Liang
Action editor: Yuhang Zang
https://openreview.net/forum?id=NT9tHHTlXn
#videotoolbench #tools #tool
New #Survey Certification:
From Euclidean to Graph-Structured Data: A Survey of Collaborative Learning
Rémi Bourgerie, Sarunas Girdzijauskas, Viktoria Fodor
https://openreview.net/forum?id=vj9l8AjLT6
#graphs #privacy #collaborative
