NeurIPS 2023 Workshop UniReps Submissions

Subjective Randomness and In-Context Learning
Eric J Bigelow, Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka, Tomer Ullman
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
ReWaRD: Retinal Waves for Pre-Training Artificial Neural Networks Mimicking Real Prenatal Development
Benjamin Cappell, Andreas Stoll, Chukwudi Williams Umah, Bernhard Egger
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Model Merging by Gradient Matching
Nico Daheim, Thomas Möllenhoff, Edoardo Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
On consequences of finetuning on data with highly discriminative features
Wojciech Masarczyk, Tomasz Trzcinski, Mateusz Ostaszewski
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding
Haoxiang Wang, Pavan Kumar Anasosalu Vasu, Fartash Faghri, Raviteja Vemulapalli, Mehrdad Farajtabar, Sachin Mehta, Mohammad Rastegari, Oncel Tuzel, Hadi Pouransari
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
SimVAE: Narrowing the gap between Discriminative & Generative Representation Learning
Alice Bizeul, Carl Allen
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
How Good is a Single Basin?
Kai Lion, Gregor Bachmann, Lorenzo Noci, Thomas Hofmann
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference
Marvin Schmitt, Daniel Habermann, Paul-Christian Bürkner, Ullrich Koethe, Stefan T. Radev
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Universality of intrinsic dimension of latent representations across models
Teresa Scheidt, Lars Kai Hansen
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement
Mohammadreza Salehi, Mehrdad Farajtabar, Maxwell Horton, Fartash Faghri, Hadi Pouransari, Raviteja Vemulapalli, Oncel Tuzel, Ali Farhadi, Mohammad Rastegari, Sachin Mehta
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Unsupervised learning on spontaneous retinal activity leads to efficient neural representation geometry
Andrew Ligeralde, Yilun Kuang, Thomas Edward Yerxa, Miah N Pitcher, Marla Feller, SueYeon Chung
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Implicit Representations for Image Segmentation
Jan Philipp Schneider, Mishal Fatima, Jovita Lukasik, Andreas Kolb, Margret Keuper, Michael Moeller
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
A General Method for Testing Bayesian Models using Neural Data
Gabor Lengyel, Sabyasachi Shivkumar, Ralf M Haefner
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
On the Direct Alignment of Latent Spaces
Zorah Lähner, Michael Moeller
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
SHARCS: Shared Concept Space for\\Explainable Multimodal Learning
Gabriele Dominici, Pietro Barbiero, Lucie Charlotte Magister, Pietro Lio, Nikola Simidjievski
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
On Feature Learning of Recursive Feature Machines and Automatic Relevance Determination
Daniel Gedon, Amirhesam Abedsoltan, Thomas B. Schön, Mikhail Belkin
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Efficient Multimodal Alignment: To Freeze or Not to Freeze?
Till Aczel, Roger Wattenhofer
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Expressivity of Spiking Neural Networks through the Spike Response Model
Manjot Singh, Adalbert Fono, Gitta Kutyniok
- Published: 02 Nov 2023, Last Modified: 09 Dec 2023
- UniReps Oral
- Readers: Everyone
Object-Centric Semantic Vector Quantization
Yi-Fu Wu, Minseung Lee, Sungjin Ahn
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
On the universality of neural codes in vision
Florentin Guth, Brice Ménard
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability
Yufan Zhuang, Zihan Wang, Fangbo Tao, Jingbo Shang
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing
Zuowen Wang, Longbiao Cheng, Joachim Ott, Pehuen Moure, Shih-Chii Liu
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Soft Matching Distance: A metric on neural representations that captures single-neuron tuning
Meenakshi Khosla, Alex H Williams
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Oral
- Readers: Everyone
On the Robustness of Neural Collapse and the Neural Collapse of Robustness
Jingtong Su, Ya Shi Zhang, Nikolaos Tsilivis, Julia Kempe
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone
Towards Measuring Representational Similarity of Large Language Models
Max Klabunde, Mehdi Ben Amor, Michael Granitzer, Florian Lemmerich
- Published: 02 Nov 2023, Last Modified: 18 Dec 2023
- UniReps Poster
- Readers: Everyone