Maria Brbic

34 papers A* 8Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
HeurekaBench: A Benchmarking Framework for AI Co-scientist.
CoRR
Siba Smarak Panigrahi, Jovana Videnovic, Maria Brbic
2026 J jnl
Revisiting the Platonic Representation Hypothesis: An Aristotelian View.
CoRR
Fabian Gröger, Shuo Wen, Maria Brbic
2026 J jnl
When Weak LLMs Speak with Confidence, Preference Alignment Gets Stronger.
CoRR
Amirabbas Afzali, Myeongho Jeon, Maria Brbic
2025 A* conf
Large (Vision) Language Models are Unsupervised In-Context Learners.
ICLR
Artyom Gadetsky, Andrei Atanov, Yulun Jiang, Zhitong Gao, Ghazal Hosseini Mighan, Amir Zamir, Maria Brbic
2025 J jnl
Large (Vision) Language Models are Unsupervised In-Context Learners.
CoRR
Artyom Gadetsky, Andrei Atanov, Yulun Jiang, Zhitong Gao, Ghazal Hosseini Mighan, Amir Zamir, Maria Brbic
2025 J jnl
MARBLE: A Hard Benchmark for Multimodal Spatial Reasoning and Planning.
CoRR
Yulun Jiang, Yekun Chai, Maria Brbic, Michael Moor
2025 J jnl
Meta-RL Induces Exploration in Language Agents.
CoRR
Yulun Jiang, Liangze Jiang, Damien Teney, Michael Moor, Maria Brbic
2025 J jnl
Weak-to-Strong Generalization under Distribution Shifts.
CoRR
Myeongho Jeon, Jan Sobotka, Suhwan Choi, Maria Brbic
2025 J jnl
With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You.
CoRR
Fabian Gröger, Shuo Wen, Huyen Le, Maria Brbic
2024 A* conf
Cross-domain Open-world Discovery.
ICML
Shuo Wen, Maria Brbic
2024 J jnl
Cross-domain Open-world Discovery.
CoRR
Shuo Wen, Maria Brbic
2024 A* conf
Fine-grained Classes and How to Find Them.
ICML
Matej Grcic, Artyom Gadetsky, Maria Brbic
2024 J jnl
Fine-grained Classes and How to Find Them.
CoRR
Matej Grcic, Artyom Gadetsky, Maria Brbic
2024 A* conf
Let Go of Your Labels with Unsupervised Transfer.
ICML
Artyom Gadetsky, Yulun Jiang, Maria Brbic
2024 J jnl
Let Go of Your Labels with Unsupervised Transfer.
CoRR
Artyom Gadetsky, Yulun Jiang, Maria Brbic
2023 A* conf
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning.
NeurIPS
Artyom Gadetsky, Maria Brbic
2023 J jnl
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning.
CoRR
Artyom Gadetsky, Maria Brbic
2022 J jnl
AMPNet: Attention as Message Passing for Graph Neural Networks.
CoRR
Syed Asad Rizvi, Nhi Nguyen, Haoran Lyu, Ben Christensen, Josue Ortega Caro, Emanuele Zappala, Maria Brbic, Rahul Madhav Dhodapkar, David van Dijk
2022 A* conf
Open-World Semi-Supervised Learning.
ICLR
Kaidi Cao, Maria Brbic, Jure Leskovec
2021 A* conf
Concept Learners for Few-Shot Learning.
ICLR
Kaidi Cao, Maria Brbic, Jure Leskovec
2021 J jnl
Model-Agnostic Graph Regularization for Few-Shot Learning.
CoRR
Ethan Shen, Maria Brbic, Nicholas Monath, Jiaqi Zhai, Manzil Zaheer, Jure Leskovec
2021 J jnl
Open-World Semi-Supervised Learning.
CoRR
Kaidi Cao, Maria Brbic, Jure Leskovec
2020 J jnl
Concept Learners for Generalizable Few-Shot Learning.
CoRR
Kaidi Cao, Maria Brbic, Jure Leskovec
2020 J jnl
ℓ
IEEE Trans. Cybern.
Maria Brbic, Ivica Kopriva
2019 — —
Representation learning from single and multiple view data ; Učenje reprezentacije za podatke iz jednog i više pogleda.
Maria Brbic
2019 A* conf
Selective Sampling-based Scalable Sparse Subspace Clustering.
NeurIPS
Shin Matsushima, Maria Brbic
2018 J jnl
Multi-view low-rank sparse subspace clustering.
Pattern Recognit.
Maria Brbic, Ivica Kopriva
2018 J jnl
𝓁
CoRR
Maria Brbic, Ivica Kopriva
2017 — conf
Fast clustering in linear 1D subspaces: segmentation of microscopic image of unstained specimens.
Digital Pathology
Ivica Kopriva, Maria Brbic, Dijana Tolic, Nino Antulov-Fantulin, Xinjian Chen
2017 J jnl
Multi-view Low-rank Sparse Subspace Clustering.
CoRR
Maria Brbic, Ivica Kopriva
2017 — conf
Phenotype Inference from Text and Genomic Data.
ECML/PKDD (3)
Maria Brbic, Matija Piskorec, Vedrana Vidulin, Anita Krisko, Tomislav Smuc, Fran Supek
2017 — conf
Phenotype Prediction with Semi-supervised Classification Trees.
NFMCP@PKDD/ECML
Jurica Levatic, Maria Brbic, Tomaz Stepisnik Perdih, Dragi Kocev, Vedrana Vidulin, Tomislav Smuc, Fran Supek, Saso Dzeroski
2015 J jnl
Tuning machine learning algorithms for content-based movie recommendation.
Intell. Decis. Technol.
Maria Brbic, Ivana Podnar Zarko
2012 — conf
Recommendation of YouTube Videos.
MIPRO
Maria Brbic, Eugen Rozic, Ivana Podnar Zarko