RF
Rogerio Feris
cs.CVcs.LGcs.CLcs.AIeess.AScs.SDcs.MMAlgorithmseess.IVstat.ML
On Valency
published · living versionsW_5sy9upy2·v1 · currentpublished
Discriminative World Models for Web Agents
with Kelvin Li, Dhruv Pendharkar, Anish Pahilajani, Chuyi Shang +4
1 version
Preprints & journals
125 papers in the corpus · 2005–2026D2: High-Capability Full-Duplex Spoken Language Models from Half-Duplex Backbones2610.17124v1 · Cheng-Kuang Chang, Alexander H. Liu, Brian Kingsbury et al.2026 · 0 citationsarXiv
ChartRevise: A Dataset and Evaluation Protocol for Exact Chart Editing via Code2609.38642v1 · Jiaxiang Tang, Yi Zhou, Chad DeLuca et al.2026 · 0 citationsarXiv
DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents2609.02059v1 · Zhuoran Yu, Le Thien Phuc Nguyen, Jaden Park et al.2026 · 0 citationsarXiv
Discriminative World Models for Web Agents2609.02885v1 · Kelvin Li, Dhruv Pendharkar, Anish Pahilajani et al.2026 · 0 citationsarXivon Valency
Dr. DocBench: A Comprehensive Benchmark for Expert-Level and Difficult Document Parsing2606.01393v1 · Minglai Yang, Xinyan Velocity Yu, Pengyuan Li et al.2026 · 0 citationsarXiv
MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents2605.18652v1 · Ziyun Zeng, Hang Hua, Bocheng Zou et al.2026 · 0 citationsarXiv
AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers2604.16617v1 · Edson Araujo, Saurabhchand Bhati, M. Jehanzeb Mirza et al.2026 · 0 citationsarXiv
TTA-Vid: Generalized Test-Time Adaptation for Video Reasoning2604.00696v1 · Soumya Shamarao Jahagirdar, Edson Araujo, Anna Kukleva et al.2026 · 0 citationsarXiv
ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding2603.27064v2 · Jovana Kondic, Pengyuan Li, Dhiraj Joshi et al.2026 · 0 citationsarXiv
CALM: Class-Conditional Sparse Attention Vectors for Large Audio-Language Models2602.07077v2 · Videet Mehta, Liming Wang, Hilde Kuehne et al.2026 · 0 citationsarXiv
Latent Implicit Visual Reasoning2512.21218v2 · Kelvin Li, Chuyi Shang, Leonid Karlinsky et al.2025 · 0 citationsarXiv
Towards Audio Token Compression in Large Audio Language Models2511.20973v2 · Saurabhchand Bhati, Samuel Thomas, Hilde Kuehne et al.2025 · 0 citationsarXiv
PRISMM-Bench: A Benchmark of Peer-Review Grounded Multimodal Inconsistencies2510.16505v3 · Lukas Selch, Yufang Hou, M. Jehanzeb Mirza et al.2025 · 0 citationsarXiv
Composition-Grounded Data Synthesis for Visual Reasoning2510.15040v2 · Xinyi Gu, Jiayuan Mao, Zhang-Wei Hong et al.2025 · 0 citationsarXiv
TTRV: Test-Time Reinforcement Learning for Vision Language Models2510.06783v2 · Akshit Singh, Shyam Marjit, Wei Lin et al.2025 · 0 citationsarXiv
Activation Reward Models for Few-Shot Model Alignment2507.01368v1 · Tianning Chai, Chancharik Mitra, Brandon Huang et al.2025 · 0 citationsarXiv
ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation2507.19492v1 · Jovana Kondic, Pengyuan Li, Dhiraj Joshi et al.2025 · 0 citationsarXiv
Instructify: Demystifying Metadata to Visual Instruction Tuning Data Conversion2505.18115v1 · Jacob Hansen, Wei Lin, Junmo Kang et al.2025 · 0 citationsarXiv
Omni-R1: Do You Really Need Audio to Fine-Tune Your Audio LLM?2505.09439v3 · Andrew Rouditchenko, Saurabhchand Bhati, Edson Araujo et al.2025 · 4 citationsarXiv
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment2505.01237v2 · Edson Araujo, Andrew Rouditchenko, Yuan Gong et al.2025 · 8 citationsarXiv
mWhisper-Flamingo for Multilingual Audio-Visual Noise-Robust Speech Recognition2502.01547v3 · Andrew Rouditchenko, Samuel Thomas, Hilde Kuehne et al.2025 · 3 citationsarXiv
Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features2412.00142v3 · Chancharik Mitra, Brandon Huang, Tianning Chai et al.2024 · 2 citationsarXiv
State-Space Large Audio Language Models2411.15685v1 · Saurabhchand Bhati, Yuan Gong, Leonid Karlinsky et al.2024 · 1 citationarXiv
Teaching VLMs to Localize Specific Objects from In-context Examples2411.13317v2 · Sivan Doveh, Nimrod Shabtay, Wei Lin et al.2024 · 3 citationsarXiv
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models2410.06154v6 · M. Jehanzeb Mirza, Mengjie Zhao, Zhuoyuan Mao et al.2024 · 1 citationarXiv
Scaling Granite Code Models to 128K Context2407.13739v1 · Matt Stallone, Vaibhav Saxena, Leonid Karlinsky et al.2024 · 1 citationarXiv
DASS: Distilled Audio State Space Models Are Stronger and More Duration-Scalable Learners2407.04082v2 · Saurabhchand Bhati, Yuan Gong, Leonid Karlinsky et al.2024 · 6 citationsarXiv
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts2406.12034v2 · Junmo Kang, Leonid Karlinsky, Hongyin Luo et al.2024 · 3 citationsarXiv
Comparison Visual Instruction Tuning2406.09240v1 · Wei Lin, Muhammad Jehanzeb Mirza, Sivan Doveh et al.2024 · 1 citationarXiv
Adaptive Memory Replay for Continual Learning2404.12526v1 · James Seale Smith, Lazar Valkov, Shaunak Halbe et al.2024 · 27 citationsarXiv
Large Scale Generative AI Text Applied to Sports and Music2402.15514v2 · Aaron Baughman, Stephen Hammer, Rahul Agarwal et al.2024 · 13 citationsarXiv
Learning Human Action Recognition Representations Without Real Humans2311.06231v1 · Howard Zhong, Samarth Mishra, Donghyun Kim et al.2023 · 1 citationarXiv
LangNav: Language as a Perceptual Representation for Navigation2310.07889v2 · Bowen Pan, Rameswar Panda, SouYoung Jin et al.2023 · 24 citationsarXiv
Self-Specialization: Uncovering Latent Expertise within Large Language Models2310.00160v2 · Junmo Kang, Hongyin Luo, Yada Zhu et al.2023 · 2 citationsarXiv
TAP: Targeted Prompting for Task Adaptive Generation of Textual Training Instances for Visual Classification2309.06809v1 · M. Jehanzeb Mirza, Leonid Karlinsky, Wei Lin et al.2023 · 0 citationsarXiv
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models2305.19595v2 · Sivan Doveh, Assaf Arbelle, Sivan Harary et al.2023 · 20 citationsarXiv
LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections2305.18287v2 · M. Jehanzeb Mirza, Leonid Karlinsky, Wei Lin et al.2023 · 17 citationsarXiv
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages2305.12606v2 · Andrew Rouditchenko, Sameer Khurana, Samuel Thomas et al.2023 · 14 citationsarXiv
Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs2305.06343v2 · Roei Herzig, Alon Mendelson, Leonid Karlinsky et al.2023 · 20 citationsarXiv
Going Beyond Nouns With Vision & Language Models Using Synthetic Data2303.17590v2 · Paola Cascante-Bonilla, Khaled Shehada, James Seale Smith et al.2023 · 33 citationsarXiv
Mind the Backbone: Minimizing Backbone Distortion for Robust Object Detection2303.14744v2 · Kuniaki Saito, Donghyun Kim, Piotr Teterwak et al.2023 · 1 citationarXiv
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge2303.08914v2 · Wei Lin, Leonid Karlinsky, Nina Shvetsova et al.2023 · 37 citationsarXiv
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning2303.02861v1 · Zhen Wang, Rameswar Panda, Leonid Karlinsky et al.2023 · 42 citationsarXiv
Learning to Grow Pretrained Models for Efficient Transformer Training2303.00980v1 · Peihao Wang, Rameswar Panda, Lucas Torroba Hennigen et al.2023 · 18 citationsarXiv
Synthetic Pre-Training Tasks for Neural Machine Translation2212.09864v2 · Zexue He, Graeme Blackwood, Rameswar Panda et al.2022 · 4 citationsarXiv
Procedural Image Programs for Representation Learning2211.16412v2 · Manel Baradad, Chun-Fu Chen, Jonas Wulff et al.2022 · 11 citationsNeurIPS 2022
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation2211.14703v3 · Kaihong Wang, Donghyun Kim, Rogerio Feris et al.2022 · 1 citationarXiv
CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning2211.13218v2 · James Seale Smith, Leonid Karlinsky, Vyshnavi Gutta et al.2022 · 348 citationsarXiv
Teaching Structured Vision&Language Concepts to Vision&Language Models2211.11733v2 · Sivan Doveh, Assaf Arbelle, Sivan Harary et al.2022 · 47 citationsCVPR 2023
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning2211.09790v2 · James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle et al.2022 · 15 citationsarXiv
Career total: 232 works. 125 are in this corpus.Showing the 50 most recent.
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