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Workshop
Leveraging Large Language Models for Explaining Material Synthesis Mechanisms: The Foundation of Materials Discovery
Yingming Pu · Liping Huang · Tao Lin · Hongyu Chen
Workshop
Sat 10:45 TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning
Xinyuan Lu · Liangming Pan · Yubo Ma · Preslav Nakov · Min-Yen Kan
Workshop
One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation
Fabian Paischer · Lukas Hauzenberger · Thomas Schmied · Benedikt Alkin · Marc Deisenroth · Sepp Hochreiter
Workshop
One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation
Fabian Paischer · Lukas Hauzenberger · Thomas Schmied · Benedikt Alkin · Marc Deisenroth · Sepp Hochreiter
Workshop
Sat 10:15 One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation
Fabian Paischer · Lukas Hauzenberger · Thomas Schmied · Benedikt Alkin · Marc Deisenroth · Sepp Hochreiter
Workshop
Sat 13:54 One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation
Fabian Paischer · Lukas Hauzenberger · Thomas Schmied · Benedikt Alkin · Marc Deisenroth · Sepp Hochreiter
Workshop
A Cognitive Framework for Learning Debiased and Interpretable Representations via Debiasing Global Workspace
Jinyung Hong · Eun Som Jeon · Changhoon Kim · Keun Hee Park · Utkarsh Nath · 'YZ' Yezhou Yang · Pavan Turaga · Theodore P. Pavlic
Workshop
Challenges in Explaining Representational Similarity through Identifiability
Beatrix M. G. Nielsen · Luigi Gresele · Andrea Dittadi
Workshop
Artificial Neural Networks Explain Continuous Speech Perception in Humans
Gasser Elbanna · Josh McDermott
Workshop
Federated GNNs for EEG-Based Stroke Assessment
Andrea Protani · Lorenzo Giusti · Albert Sund Aillet · Simona Sacco · Paolo Manganotti · Lucio Marinelli · Diogo Reis Santos · Pierpaolo Brutti · Pietro Caliandro · Luigi Serio
Workshop
A Concept-Based Explainability Framework for Large Multimodal Models
Jayneel Parekh · Pegah KHAYATAN · Mustafa Shukor · Alasdair Newson · Matthieu Cord
Workshop
Sat 15:45 HuLLMI: HUMAN VS. LLM IDENTIFICATION WITH EXPLAINABILITY
Prathamesh Dinesh Joshi · Sahil Pocker · Raj Dandekar · Rajat Dandekar · Sreedath Panat