Efficient Audiovisual Speech Processing via MUTUD: Multimodal Training and Unimodal Deployment
Joanna Hong, Sanjeel Parekh, Honglie Chen, Jacob Donley, Ke Tan, Buye Xu, Anurag Kumar
Action editor: Hanwang Zhang
https://openreview.net/forum?id=5bshBY8RDf
#multimodal #audiovisual
23.02.2026 01:20 — 👍 0 🔁 0 💬 0 📌 0
CAPE: Generalized Convergence Prediction Across Architectures Without Full Training
Alireza Pourali, Arian Boukani, Hamzeh Khazaei
Action editor: Ruoyu Sun
https://openreview.net/forum?id=wGngf0wBYn
#epoch #predicts #epochs
22.02.2026 21:19 — 👍 0 🔁 0 💬 0 📌 0
Enhancing Semi-supervised Learning with Zero-shot Pseudolabels
Jichan Chung, Irene Y. Chen
Action editor: Hadi J. Rad
https://openreview.net/forum?id=WB05Doi29V
#pseudolabels #labeling #supervised
22.02.2026 17:19 — 👍 0 🔁 0 💬 0 📌 0
GGFlow: A Graph Flow Matching Method with Efficient Optimal Transport
Xiaoyang Hou, Tian Zhu, Milong Ren, Dongbo Bu, Xin Gao, Chunming Zhang, Shiwei Sun
Action editor: Jan-Willem van de Meent
https://openreview.net/forum?id=K8RlXtMgzo
#flow #generative #edges
22.02.2026 13:20 — 👍 0 🔁 0 💬 0 📌 0
Is There a Better Source Distribution than Gaussian? Exploring Source Distributions for Image Flo...
Junho Lee, Kwanseok Kim, Joonseok Lee
Action editor: Markus Heinonen
https://openreview.net/forum?id=sev0GtV1fc
#flow #generative #gaussian
22.02.2026 09:19 — 👍 0 🔁 0 💬 0 📌 0
BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions
Tao Yu, Zhengbo Zhang, Zhiheng Lyu et al.
Action editor: Yuhang Zang
https://openreview.net/forum?id=X4CfZPSEHE
#browseragent #agent #interactive
22.02.2026 05:20 — 👍 0 🔁 0 💬 0 📌 0
Leveraging the True Depth of LLMs
Ramón Calvo González, Daniele Paliotta, Matteo Pagliardini, Martin Jaggi, François Fleuret
Action editor: Changyou Chen
https://openreview.net/forum?id=JccJ6YfWd4
#llms #llm #benchmark
22.02.2026 01:22 — 👍 1 🔁 0 💬 0 📌 0
An analysis of distributional reinforcement learning with Gaussian mixtures
Mathis Antonetti, Henrique Donancio, Florence Forbes
Action editor: Dileep Kalathil
https://openreview.net/forum?id=b4VgI1RTv8
#distributional #mixture #mixtures
21.02.2026 21:20 — 👍 0 🔁 0 💬 0 📌 0
CADmium: Fine-Tuning Code Language Models for Text- Driven Sequential CAD Design
Prashant Govindarajan, Davide Baldelli, Jay Pathak, Quentin Fournier, Sarath Chandar
Action editor: Xi Lin
https://openreview.net/forum?id=lExqWvQht8
#cad #modeling #3d
21.02.2026 17:20 — 👍 1 🔁 0 💬 0 📌 0
Beyond Expectations: Learning with Stochastic Dominance Made Practical
Shicong Cen, Jincheng Mei, Hanjun Dai, Dale Schuurmans, Yuejie Chi, Bo Dai
Action editor: Stephen Becker
https://openreview.net/forum?id=ebyPKXsweD
#dominance #stochastic #optimality
21.02.2026 13:21 — 👍 0 🔁 0 💬 0 📌 0
YRC-Bench: A Benchmark for Learning to Coordinate with Experts
Mohamad H. Danesh, Khanh Xuan Nguyen, Tu Trinh, Benjamin Plaut
Action editor: Martha White
https://openreview.net/forum?id=YOE0TRK8oU
#expertleveraging #expert #ai
21.02.2026 09:20 — 👍 0 🔁 0 💬 0 📌 0
Fast weight programming and linear transformers: from machine learning to neurobiology
Kazuki Irie, Samuel J. Gershman
Action editor: Robert Legenstein
https://openreview.net/forum?id=TDG8EkNmQR
#rnns #synaptic #rnn
21.02.2026 05:20 — 👍 0 🔁 1 💬 0 📌 0
TabRep: Training Tabular Diffusion Models with a Simple and Effective Continuous Representation
Jacob Si, Zijing Ou, Mike Qu, Zhengrui Xiang, Yingzhen Li
Action editor: Jan-Willem van de Meent
https://openreview.net/forum?id=yRbtFEh2OP
#tabrep #sparse #tabular
21.02.2026 01:19 — 👍 0 🔁 0 💬 0 📌 0
The Geometry of Algorithmic Stability: A Hodge Theoretic View on Structural vs. Statistical Insta...
Karen Sargsyan
Action editor: Alberto Bietti
https://openreview.net/forum?id=rFqsgVXZYO
#robustness #stability #instability
20.02.2026 21:19 — 👍 1 🔁 0 💬 0 📌 0
Vejde: A Framework for Inductive Deep Reinforcement Learning Based on Factor Graph Color Refinement
Jakob Nyberg, Pontus Johnson
Action editor: Dennis Soemers
https://openreview.net/forum?id=EFSZmL1W1Z
#vejde #supervised #deep
20.02.2026 17:19 — 👍 1 🔁 0 💬 0 📌 0
Adversarial Vulnerability from On-Manifold Inseparability and Poor Off-Manifold Convergence
Rajdeep Haldar, Yue Xing, Qifan Song, Guang Lin
Action editor: Olivier Cappé
https://openreview.net/forum?id=pa90uRZATF
#adversarial #robustness #classification
20.02.2026 13:20 — 👍 0 🔁 0 💬 0 📌 0
New #J2C Certification:
Probabilistic Pretraining for Improved Neural Regression
Boris N. Oreshkin, Shiv Kumar Tavker, Dmitry Efimov
https://openreview.net/forum?id=F6BTATGXaf
#datasets #tabpfn #regression
20.02.2026 09:25 — 👍 0 🔁 0 💬 0 📌 0
ToMoE: Converting Dense Large Language Models to Mixture-of-Experts through Dynamic Structural Pr...
Shangqian Gao, Ting Hua, Reza Shirkavand et al.
Action editor: Yu Cheng
https://openreview.net/forum?id=RFHq46pjb6
#pruning #models #model
20.02.2026 09:20 — 👍 0 🔁 0 💬 0 📌 0
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs
Jialin Yang, Dongfu Jiang, Tony He et al.
Action editor: Frederic Sala
https://openreview.net/forum?id=buDwV7LUA7
#structured #benchmarking #formats
20.02.2026 05:20 — 👍 0 🔁 0 💬 0 📌 0
DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction
Cuong Tran Van, Trong-Thang Pham, Ngoc-Son Nguyen, Duy Minh Ho Nguyen, Ngan Le
Action editor: Lei Wang
https://openreview.net/forum?id=2wAZjAtK16
#tomography #sparse #cnn
20.02.2026 01:20 — 👍 0 🔁 0 💬 0 📌 0
Eyes on the Road, Words in the Changing Skies: Vision-Language Assistance for Autonomous Driving ...
Madhavi Kondapally, K Naveen Kumar, C Krishna Mohan
Action editor: Venkatesh Babu Radhakrishnan
https://openreview.net/forum?id=PCEDvdVJon
#vision #driving #autonomous
19.02.2026 21:20 — 👍 0 🔁 0 💬 0 📌 0
New #J2C Certification:
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation
Shanda Li, Tanya Marwah, Junhong Shen et al.
https://openreview.net/forum?id=eG3Qy5Oux6
#solvers #solver #codepde
19.02.2026 17:25 — 👍 0 🔁 0 💬 0 📌 0
Achieving Global Flatness in Decentralized Learning with Heterogeneous Data
Sakshi Choudhary, Sai Aparna Aketi, Kaushik Roy
Action editor: Eduard Gorbunov
https://openreview.net/forum?id=8G32T4RLbX
#peer #centralized #global
19.02.2026 17:20 — 👍 0 🔁 0 💬 0 📌 0
Offline Model-Based Optimization: Comprehensive Review
Minsu Kim, Jiayao Gu, Ye Yuan, Taeyoung Yun, Zixuan Liu, Yoshua Bengio, Can Chen
Action editor: Atsushi Nitanda
https://openreview.net/forum?id=QcSZWo1TLl
#optimizations #offline #optimization
19.02.2026 13:20 — 👍 0 🔁 0 💬 0 📌 0
Towards Fair In-Context Learning with Tabular Foundation Models
Patrik Kenfack, Samira Ebrahimi Kahou, Ulrich Aïvodji
Action editor: Kuldeep S. Meel
https://openreview.net/forum?id=AsBhwD0sqo
#fairness #biases #equalized
19.02.2026 09:20 — 👍 0 🔁 0 💬 0 📌 0
Multi-Step Alignment as Markov Games: An Optimistic Online Mirror Descent Approach with Convergen...
Yongtao Wu, Luca Viano, Kimon Antonakopoulos et al.
Action editor: Alec Koppel
https://openreview.net/forum?id=ZWZKaqZCy0
#reinforcement #optimistic #bandit
19.02.2026 05:20 — 👍 1 🔁 0 💬 0 📌 0
Training More Robust Classification Model via Discriminative Loss and Gaussian Noise Injection
Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda CHHAIBI, Serge Gratton, Thierry Giaccone
Action editor: Lei Feng
https://openreview.net/forum?id=RnLfJgvST2
#softmax #robust #classification
19.02.2026 01:19 — 👍 0 🔁 0 💬 0 📌 0
Synergistic Benefits of Joint Molecule Generation and Property Prediction
Adam Izdebski, Jan Olszewski, Pankhil Gawade et al.
Action editor: Adam Arany
https://openreview.net/forum?id=jnzCOLyGOA
#generative #synergistic #molecule
18.02.2026 21:19 — 👍 0 🔁 0 💬 0 📌 0
New #J2C Certification:
A Multi-Fidelity Control Variate Approach for Policy Gradient Estimation
Xinjie Liu, Cyrus Neary, Kushagra Gupta et al.
https://openreview.net/forum?id=zAo0L7Dcqt
#reinforcement #reinforce #trained
18.02.2026 17:25 — 👍 0 🔁 0 💬 0 📌 0
Denoising Diffusions with Optimal Transport: Localization, Curvature, and Multi-Scale Complexity
Tengyuan Liang, Kulunu Dharmakeerthi, Takuya Koriyama
Action editor: Gilles Louppe
https://openreview.net/forum?id=sj1wU6gBXH
#denoising #diffusion #diffusions
18.02.2026 17:20 — 👍 0 🔁 0 💬 0 📌 0
