Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training
Brown Ebouky, Ajad Chhatkuli, A. Cristiano I. Malossi et al.
Action editor: Ozan Sener
https://openreview.net/forum?id=Ax9Y4W0g7s
#imagenet #supervised #trained
RLHF in an SFT Way: From Optimal Solution to Reward-Weighted Alignment
Yuhao Du, Zhuo Li, Pengyu Cheng, Zhihong Chen, Yuejiao XIE, Xiang Wan, Anningzhe Gao
Action editor: Jiang Bian
https://openreview.net/forum?id=jewB0UhFuj
#supervised #reinforcement #reward
Кто виноват, если AI-агент ошибся: распределение ответственности AI-агент ошибся. Кто отвечает: разработчик, о...
#AI-агенты #ответственность #LLM #автоматизация #supervised #autonomy #риск-менеджмент
Origin | Interest | Match
Estimating Expected Calibration Error for Positive-Unlabeled Learning
Ryuichi Kiryo, Futoshi Futami, Masashi Sugiyama
Action editor: Bruno Loureiro
https://openreview.net/forum?id=SvoBtLIrPZ
#classifiers #classifier #supervised
Enhancing Semi-supervised Learning with Zero-shot Pseudolabels
Jichan Chung, Irene Y. Chen
Action editor: Hadi J. Rad
https://openreview.net/forum?id=WB05Doi29V
#pseudolabels #labeling #supervised
Vejde: A Framework for Inductive Deep Reinforcement Learning Based on Factor Graph Color Refinement
Jakob Nyberg, Pontus Johnson
Action editor: Dennis Soemers
https://openreview.net/forum?id=EFSZmL1W1Z
#vejde #supervised #deep
Occam’s Razor for SSL: Memory-Efficient Parametric Instance Discrimination
Eric Gan, Patrik Reizinger, Alice Bizeul et al.
Action editor: Georgios Leontidis
https://openreview.net/forum?id=GFNTbsVFlP
#supervised #regularization #datasets
Tesla toont zelfrijdend systeem in afwachting van goedkeuring RDW
www.transport-online.nl/117386/tesla... #FullSelfDriving #Musk #RDW #Supervised #Tesla
New #J2C Certification:
BiSSL: Enhancing the Alignment Between Self-Supervised Pretraining and Downstream Fine-Tuning via...
Gustav Wagner Zakarias, Lars Kai Hansen, Zheng-Hua Tan
https://openreview.net/forum?id=GQAGlqOpyA
#supervised #pretraining #pretrained
Demystifying amortized causal discovery with transformers
Francesco Montagna, Max Cairney-Leeming, Dhanya Sridhar, Francesco Locatello
Action editor: Sergey Plis
https://openreview.net/forum?id=9Lgy7IGSfp
#causal #supervised #discovery
SIRE: SE(3) Intrinsic Rigidity Embeddings
Cameron Omid Smith, Basile Van Hoorick, Chonghyuk Song et al.
Action editor: David Fouhey
https://openreview.net/forum?id=OZ9H0TOYMt
#supervised #videos #embeddings
PICore: Physics-Informed Unsupervised Coreset Selection for Data Efficient Neural Operator Training
Anirudh Satheesh, Anant Khandelwal, Mucong Ding, Radu Balan
Action editor: Bernhard Geiger
https://openreview.net/forum?id=l0VSewTJCI
#supervised #solvers #benchmarks
Self-Supervised Learning on Molecular Graphs: A Systematic Investigation of Masking Design
Jiannan Yang, Veronika Thost, Tengfei Ma
Action editor: Kenta Oono
https://openreview.net/forum?id=TE4vcYWRcc
#encoders #encoder #supervised
GenOL: Generating Diverse Examples for Name-only Online Learning
Minhyuk Seo, Seongwon Cho, Minjae Lee et al.
Action editor: Piyush Rai
https://openreview.net/forum?id=QPfVoTMLWq
#generative #supervised #annotation
Weakly Supervised Object Segmentation by Background Conditional Divergence
Hassan Baker, Matthew Emigh, Austin J. Brockmeier
Action editor: Mathieu Salzmann
https://openreview.net/forum?id=2JJZhfGvMW
#supervised #masking #adversarial
An Empirical Study of the Accuracy-Robustness Trade-off and Training Efficiency in Robust Self-Su...
Fatemeh Ghofrani, Mehdi Yaghouti, Pooyan Jamshidi
Action editor: Evan Shelhamer
https://openreview.net/forum?id=WTqHDiETg5
#adversarial #ssl #supervised
Expressiveness of Parametrized Distributions over DAGs for Causal Discovery
Simon Rittel, Sebastian Tschiatschek
Action editor: Bryon Aragam
https://openreview.net/forum?id=UsJ0H6VJRl
#causal #bayesian #supervised
A list of 10 autonomous car makers.
#Tesla is ranked 10 for reasons given.
HOWEVER. Tesla shouldn't be on this list at all since their system is NOT #autonomous.
It's #SUPERVISED.
It's more like an RC car.
Even a #Roomba does have sensor's and CAN navigate alone.
www.reddit.com/r/RealTesla/...
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Rei...
Jiacheng Lin, Tian Wang, Kun Qian
Action editor: Nino Vieillard
https://openreview.net/forum?id=YBRU9MV2vE
#rec #generative #supervised
Understanding Self-supervised Contrastive Learning through Supervised Objectives
Byeongchan Lee
Action editor: Han Bao
https://openreview.net/forum?id=cmE97KX2XM
#supervised #contrastive #representation
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
Cross-Domain Graph Anomaly Detection via Test-Time Training with Homophily-Guided Self-Supervision
Delaram Pirhayatifard, Arlei Silva
Action editor: Han Zhao
https://openreview.net/forum?id=sB3LqdOlNb
#anomaly #supervised #anomalies
Characterizing Vision Backbones for Dense Prediction with Dense Attentive Probing
Timo Lüddecke, Alexander S. Ecker
Action editor: Yanwei Fu
https://openreview.net/forum?id=neMAx4uBlh
#attention #backbone #supervised
A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View ...
Dario Serez, Marco Cristani, Alessio Del Bue, Vittorio Murino, Pietro Morerio
Action editor: Ming-Hsuan Yang
https://openreview.net/forum?id=uaj8ZL2PtK
#generative #supervised
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning
Huaiyuan Qin, Muli Yang, Siyuan Hu, Peng Hu, Yu Zhang, Chen Gong, Hongyuan Zhu
Action editor: Georgios Leontidis
https://openreview.net/forum?id=urWCU3YMA0
#supervised #views #diversity
Multiple Noises in Diffusion Model for Semi-Supervised Multi-Domain Translation
Tsiry Mayet, Simon Bernard, Romain HÉRAULT, Clement Chatelain
Action editor: Tatsuya Harada
https://openreview.net/forum?id=vYdT26kDYM
#supervised #learns #diffusion
Head-Specific Intervention Can Induce Misaligned AI Coordination in Large Language Models
Paul Darm, Annalisa Riccardi
Action editor: Alec Koppel
https://openreview.net/forum?id=VY0huMBr5n
#attention #ai #supervised
Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs
Hari Chandana Kuchibhotla, Sai Srinivas Kancheti, Abbavaram Gowtham Reddy et al.
Action editor: Sanghyuk Chun
https://openreview.net/forum?id=FvA0UMw9X2
#supervised #recognition #multimodal
Unifying Self-Supervised Clustering and Energy-Based Models
Emanuele Sansone, Robin Manhaeve
Action editor: Ole Winther
https://openreview.net/forum?id=NW0uKe6IZa
#generative #supervised #models
Node-Level Data Valuation on Graphs
Simone Antonelli, Aleksandar Bojchevski
Action editor: Hongfu Liu
https://openreview.net/forum?id=tNyApIqDSJ
#supervised #nodes #graphs
