| Quantum-inspired Multi-dimensional Visual Fields with Learnable Energy Representations |
Shuteng Wang, Christian Theobalt, Vladislav Golyanik |
| Attention (as Discrete-Time Markov) Chains |
Yotam Erel, Olaf Dünkel, Rishabh Dabral, Vladisav Golyanik, Christian Theobalt, Amit Bermano |
| FaCT: Faithful Concept Traces for Explaining Neural Network Decisions |
Amin Parchami-Araghi, Sukrut Rao, Jonas Fischer, Bernt Schiele |
| MIBP-Cert: Certified Training against Data Perturbations with Mixed Integer Bilinear Programs |
Tobias Lorenz, Marta Kwiatkowska, Mario Fritz |
| Pay Attention to Small Weights |
Chao Zhou, Advait Gadhikar, Tom Jacobs, Rebekka Burkholz |
| The Graphon Limit Hypothesis: Understanding Neural Network Pruning via Infinite Width Analysis |
Hoang Pham, The Anh Ta, Tom Jacobs, Rebekka Burkholz, Long Tran-Thanh |
| BitMark for Infinity: Watermarking Bitwise Autoregressive Image Generative Models |
Louis Kerner, Michel Meintz, Bihe Zhao, Franziska Boenisch, Adam Dziedzic |
| Neural Rule Lists: Learning Discretizations, Rules, and Order in One Go |
Sascha Xu, Nils Philipp Walter, Jilles Vreeken |
| Finding and Reactivating Post-Trained LLMs’ Hidden Safety Mechanisms |
Mingjie Li, Wai Man Si, Michael Backes, Yang Zhang, Yisen Wang |
| Adjacent Words, Divergent Intents: Jailbreaking Large Language Models via Task Concurrency |
Yukun Jiang, Mingjie Li, Michael Backes, Yang Zhang |
| Large Language Models as Model Organisms for Human Associative Learning |
Camila Kolling, Vy Vo, Mariya Toneva |
| Brain-tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models |
Omer Moussa, Mariya Toneva |
| Born a Transformer – Always a Transformer? On the Effect of Pretraining on Architectural Abilities |
Mayank Jobanputra, Yana Veitsman, Yash Sarrof, Aleksandra Bakalova, Vera Demberg, Ellie Pavlick, Michael Hahn |
| GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs |
Advik Basani, Xiao Zhang |
| Sign-In to the Lottery: Reparameterizing Sparse Training |
Advait Gadhikar, Tom Jacobs, Chao Zhou, Rebekka Burkholz |
| Curriculum Design for Trajectory-Constrained Agent: Compressing Chain-of-Thought Tokens in LLMs |
Georgios Tzannetos, Parameswaran Kamalaruban, Adish Singla |
| Faster Generic Identification in Tree-Shaped Structural Causal Models |
Yasmine Briefs, Markus Bläser |
| Post Hoc Regression Refinement via Pairwise Rankings |
Kevin Tirta Wijaya, Michael Sun, Minghao Guo, Hans-peter Seidel, Wojciech Matusik, Vahid Babaei |
| How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need? |
Tuan Anh Tran, Duy Minh Ho Nguyen, Hoai-Chau Tran, Michael Barz, Khoa D Doan, Roger Wattenhofer, Vien Anh Ngo, Mathias Niepert, Daniel Sonntag, Paul Swoboda |
| MaxSup: Overcoming Representation Collapse in Label Smoothing |
Yuxuan Zhou, Heng Li, Zhi-Qi Cheng, Xudong Yan, Yifei Dong, Mario Fritz, Margret Keuper |