Learning object representations through amortized inference over probabilistic programs

Francisco Silva, Hélder P. Oliveira, Tania Pereira

Action editor: Andres Masegosa

https://openreview.net/forum?id=nUFSrlJaUr

#generative #representations #inference

ASMa: Asymmetric Spatio-temporal Masking for Skeleton Action Representation Learning

Aman Anand, Amir Eskandari, Elyas Rashno, Farhana Zulkernine

Action editor: Jianbo Jiao

https://openreview.net/forum?id=kIFo1q3VMS

#skeleton #recognition #representations

Buying a Business from a Retiring Owner: Do's, Don'ts & Legal Considerations - Houston Outside General Counsel & Construction Lawyer Buying a business from a retiring owner? Considerations on representations, non-competes, key-man risk, and transition agreements to protect your acquisition.

#Buying a #business from a #retiring #owner? Considerations on #representations, #noncompetes, #keyman risk, and #transition agreements to protect your #acquisition.
www.elkhoury.law/outside-gene...

ULTra: Unveiling Latent Token Interpretability in Transformer-Based Understanding and Segmentation

Hesam Hosseini, Ghazal Hosseini Mighan, Amirabbas Afzali, Sajjad Amini, Amir Houmansadr

Action editor: Yingce Xia

https://openreview.net/forum?id=vL3pmJjGDQ

#attention #representations

Improving Foundation Model Group Robustness with Auxiliary Sentence Embeddings

Sisuo Lyu, Hong Liu, Jie Li, Yan Teng, Yingchun Wang

Action editor: Zhe Gan

https://openreview.net/forum?id=5rMtiB96cg

#embeddings #embedding #representations

Possible topics might include (but are not limited to):
#Relationships
#Domesticabuse
#Financial repercussions
#Childcustody
#Emotions
#Sex&sexuality
#Mediation
#LegalReform
#EnglishLaw & the wider world
#Representations in #novels #plays #films #television #newspapers #magazines

Harmonic Loss Trains Interpretable AI Models

David D. Baek, Ziming Liu, Riya Tyagi, Max Tegmark

Action editor: Quanshi Zhang

https://openreview.net/forum?id=ZpSZ7pNoCs

#softmax #representations #trained

Getting aligned on representational alignment

Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller et al.

Action editor: Sergey Plis

https://openreview.net/forum?id=Hiq7lUh4Yn

#representations #similarity #representational

Equivalent Linear Mappings of Large Language Models

James Robert Golden

Action editor: Shay Cohen

https://openreview.net/forum?id=oDWbJsIuEp

#decoders #transform #representations

Taxonomy, Opportunities, and Challenges of Representation Engineering for Large Language Models

Jan Wehner, Sahar Abdelnabi, Daniel Tan, David Krueger, Mario Fritz

Action editor: Jake C. Snell

https://openreview.net/forum?id=2U1KIfmaU9

#representation #representations #models

Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing

Amin Jalali, Milad Soltany, Michael Greenspan, Ali Etemad

Action editor: Francesco Locatello

https://openreview.net/forum?id=NTmVEAiyB5

#representations #embeddings #datasets

Capsule Network Projectors are Equivariant and Invariant Learners

Miles Everett, Aiden Durrant, Mingjun Zhong, Georgios Leontidis

Action editor: Yoshinobu Kawahara

https://openreview.net/forum?id=7owCO3qskH

#supervised #representations #datasets

Efficient Object-Centric Representation Learning using Masked Generative Modeling

Akihiro Nakano, Masahiro Suzuki, Yutaka Matsuo

Action editor: Grigorios Chrysos

https://openreview.net/forum?id=t9KvOYPeL3

#generative #representations #masked

Ultra-processed foods are of poor nutritional quality in French consumers' representations; a categorization study of images of food products without information This study investigated how consumers categorize food according to its nutritional quality and degree of processing through two online questionnaires.…

#Ultra-processed #foods are of #poor #nutritional #quality in #French #consumers' #representations; a categorization study of images of #foodproducts without #information - ScienceDirect: www.sciencedirect.com/science/arti...

On the Role of Discrete Representation in Sparse Mixture of Experts

Giang Do, Kha Pham, Hung Le, Truyen Tran

Action editor: Naigang Wang

https://openreview.net/forum?id=GTWKmojpI7

#quantization #sparse #representations

Emergent Symbol-like Number Variables in Artificial Neural Networks

Satchel Grant, Noah Goodman, James Lloyd McClelland

Action editor: Erin Grant

https://openreview.net/forum?id=YPnYpiru5W

#neurons #representations #alignments

New #Survey Certification, #Expert Certification:

Getting aligned on representational alignment

Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller et al.

https://openreview.net/forum?id=Hiq7lUh4Yn

#representations #similarity #representational

Does #mindreading really exist 🧠📖 ? #Zoomposium with #DanielDennett

#fMRI shows what we perceive—but it does not prove #qualia of #consciousness. It only decodes #representations, not #subjectiveexperiences.

📽 youtu.be/M2qiVz95ZYk

📎 philosophies.de/index.php/20...

#Philosophyofmind #Neuroscience

MAMUT: A Novel Framework for Modifying Mathematical Formulas for the Generation of Specialized Da...

Jonathan Drechsel, Anja Reusch, Steffen Herbold

Action editor: Hongsheng Li

https://openreview.net/forum?id=khODmRpQEx

#embeddings #notation #representations

A Survey of State Representation Learning for Deep Reinforcement Learning

Ayoub Echchahed, Pablo Samuel Castro

Action editor: Emmanuel Bengio

https://openreview.net/forum?id=gOk34vUHtz

#representations #reinforcement #representation

Enhancing deep neural networks through complex-valued representations and Kuramoto synchronizatio...

Sabine Muzellec, Andrea Alamia, Thomas Serre, Rufin VanRullen

Action editor: Stephen Lin

https://openreview.net/forum?id=zx6QGmBL43

#synchronization #synchrony #representations

New #Survey Certification:

Taxonomy, Opportunities, and Challenges of Representation Engineering for Large Language Models

Jan Wehner, Sahar Abdelnabi, Daniel Chee Hian Tan, David Krueger, Mario Fritz

https://openreview.net/forum?id=2U1KIfmaU9

#representation #representations

My thoughts on the lack of Puerto Rican representations in media.
#Hispanics #TV #Television #Text #PuertoRican #Media #Representations

"What do librarians look like? Stereotyping of a profession by generative Ai" https://doi.org/10.1177/09610006251357286
#librarians #visual #representations #ChatGP

Flexible Infinite-Width Graph Convolutional Neural Networks

Ben Anson, Edward Milsom, Laurence Aitchison

Action editor: Yuan Cao

https://openreview.net/forum?id=Q2M4yijKSo

#representations #convolutional #nns

Generalizable Representation Learning for fMRI-based Neurological Disorder Identification

Wenhui Cui, Haleh Akrami, Anand Joshi, Richard Leahy

Action editor: Sergey Plis

https://openreview.net/forum?id=zF9IrMTjCC

#fmri #representations #supervised

@aldohouterman.bsky.social
Celui Ci👇 #Bodies #Matter #Representations

Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs D...

Ruijie Jiang, Thuan Nguyen, Shuchin Aeron, Prakash Ishwar

Action editor: Zhihui Zhu

https://openreview.net/forum?id=3cnpZ5SIjU

#minimized #contrastive #representations

G-RepsNet: A Lightweight Construction of Equivariant Networks for Arbitrary Matrix Groups

Sourya Basu, Suhas Lohit, Matthew Brand

Action editor: Grigorios Chrysos

https://openreview.net/forum?id=k1eYngOvf0

#representations #tensors #tensor

New #Survey Certification:

A Survey of State Representation Learning for Deep Reinforcement Learning

Ayoub Echchahed, Pablo Samuel Castro

https://openreview.net/forum?id=gOk34vUHtz

#representations #reinforcement #representation