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MultiPersona-Align: Zero-Shot Multi-Subject Personalized Image Generation with Layout-Guidance via Dual Representation Alignment
Veddhanth Chakravarthy, Samir Kumar das mohapatra, Chandrakala S
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Bridging Large Gaps in Neural Network Representations with Model Stitching
Neil Traft
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Exploring Augmentation-Driven Invariances for Graph Self-supervised Learning in Spatial Omics
Lovro Rabuzin, Michel Tarnow, Valentina Boeva
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Cross-Modal Representational Alignment with LLM Priors for Image Generation
Mykola Vysotskyi, Zahar Kohut, Anna-Alina Bondarets, Taras Rumezhak, Volodymyr Karpiv
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
The Fragility of Polarity: A Perturbative Analysis of the sign Hypothesis in Sparse Networks
Arindam Biswas
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
A second-order perspective on linear mode connectivity modulo permutations
Beatrix Benkő
- Published: 23 Sept 2025, Last Modified: 26 Nov 2025
- UniReps2025
- Readers: Everyone
Rethinking Objectives for Multi-View and Multi-Modal Contrastive Learning
Panagiotis Koromilas, Efthymios Georgiou, Giorgos Bouritsas, Theodoros Giannakopoulos, Mihalis Nicolaou, Yannis Panagakis
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Universally Converging Representations of Matter Across Scientific Foundation Models
Sathya Edamadaka, Soojung Yang, Rafael Gomez-Bombarelli
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025 oral
- Readers: Everyone
Learning Resilient Molecular Representations with Dynamic Multi-Modal Fusion
Indra Priyadarsini, Seiji Takeda, Lisa Hamada, Sina Klampt, Takao Moriyama
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Echo of Bayes: Learned Memory Functions Can Recover Belief States
Juan Liévano-Karim, Peter Koepernik, George Konidaris, Cameron Allen
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Measuring the Measures: Discriminative Capacity of Representational Similarity Metrics Across Model Families
Jialin Wu, Shreya Saha, Yiqing Bo, Meenakshi Khosla
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Understanding Task Transfer in Vision-Language Models
Bhuvan Sachdeva, Karan Uppal, Abhinav Java, Vineeth N. Balasubramanian
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
The Performance Cost of Representational Misalignment
Sudhanshu Srivastava, Ansh Soni, Meenakshi Khosla
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Distinguishing probabilistic from non-probabilistic neural representations
Ishan Kalburge, Máté Lengyel
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Equivalences between network modularity and diverse low-dimensional representations
Mikail Rubinov
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
The Geometry and Topology of Modular Addition Representations
Gabriela Moisescu-Pareja, Gavin McCracken, Colin Daniels, Harley Wiltzer, Vincent Létourneau, Jonathan Love
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Context-Aware World Models for Task-Agnostic Control
Busra Tugce Gurbuz, Hafez Ghaemi, Christopher C Pack, Shahab Bakhtiari, Eilif B. Muller
- Published: 23 Sept 2025, Last Modified: 23 Nov 2025
- UniReps2025
- Readers: Everyone
Message-Passing State-Space Models: Improving Graph Learning with Modern Sequence Modeling
Andrea Ceni, Alessio Gravina, Carola-Bibiane Schönlieb, Claudio Gallicchio, Davide Bacciu, Moshe Eliasof
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
A Circular Argument: Does RoPE need to be Equivariant for Vision?
Chase van de Geijn, Timo Lüddecke, Polina Turishcheva, Alexander S. Ecker
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Learning using switching synaptic plasticity rules
Denis Turcu, Jonathan Cornford, Sven Dorkenwald, Stefan Mihalas
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Clifford Algebraic Rotor Embeddings : Maybe embeddings should start to CARE
Sameeksha Sriram, Timo Lüddecke, Ayush Paliwal, Alexander S. Ecker, Chase van de Geijn
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Building expertise through task-specific representational alignment in biological and artificial neural networks
Ashug Gurijala, Michael Nguyen Jr, John O'Doherty, Sneha Aenugu
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
Towards Interpretable Deep Neural Networks for Tabular Data
Khawla Elhadri, Jörg Schlötterer, Christin Seifert
- Published: 23 Sept 2025, Last Modified: 20 Nov 2025
- UniReps2025
- Readers: Everyone
SWAT-NN: Simultaneous Weights and Architecture Training for Neural Networks in a Latent Space
Zitong Huang, Mansooreh Montazerin, Ajitesh Srivastava
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone
LevyScore: A Fast Sample-Wise Confidence Score of Pretrained Joint Embedding Model
Lucas Maes, Damien Scieur, Randall Balestriero
- Published: 23 Sept 2025, Last Modified: 17 Nov 2025
- UniReps2025
- Readers: Everyone

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