Cover Image

EvoLMM: Self-Evolving Large Multimodal Models with Continuous Rewards

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Thawakar, Omkar, Venkatraman, Shravan, Thawkar, Ritesh, Shaker, Abdelrahman, Cholakkal, Hisham, Anwer, Rao Muhammad, Khan, Salman, Khan, Fahad
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DriveLMM-o1: A Step-by-Step Reasoning Dataset and Large Multimodal Model for Driving Scenario Understanding
by: Ishaq, Ayesha, et al.
Published: (2025)

AIN: The Arabic INclusive Large Multimodal Model
by: Heakl, Ahmed, et al.
Published: (2025)

Time Travel: A Comprehensive Benchmark to Evaluate LMMs on Historical and Cultural Artifacts
by: Ghaboura, Sara, et al.
Published: (2025)

Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs
by: Alghallabi, Wafa, et al.
Published: (2025)

XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models
by: Thawakar, Omkar, et al.
Published: (2023)

Mobile-O: Unified Multimodal Understanding and Generation on Mobile Device
by: Shaker, Abdelrahman, et al.
Published: (2026)

Beyond Simple Edits: Composed Video Retrieval with Dense Modifications
by: Thawakar, Omkar, et al.
Published: (2025)

How Good are Foundation Models in Step-by-Step Embodied Reasoning?
by: Dissanayake, Dinura, et al.
Published: (2025)

Tracking Meets Large Multimodal Models for Driving Scenario Understanding
by: Ishaq, Ayesha, et al.
Published: (2025)

ARB: A Comprehensive Arabic Multimodal Reasoning Benchmark
by: Ghaboura, Sara, et al.
Published: (2025)

GLaMM: Pixel Grounding Large Multimodal Model
by: Rasheed, Hanoona, et al.
Published: (2023)

CDChat: A Large Multimodal Model for Remote Sensing Change Description
by: Noman, Mubashir, et al.
Published: (2024)

PALO: A Polyglot Large Multimodal Model for 5B People
by: Maaz, Muhammad, et al.
Published: (2024)

CAMEL-Bench: A Comprehensive Arabic LMM Benchmark
by: Ghaboura, Sara, et al.
Published: (2024)

LLM Post-Training: A Deep Dive into Reasoning Large Language Models
by: Kumar, Komal, et al.
Published: (2025)

LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
by: Thawakar, Omkar, et al.
Published: (2025)

DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models
by: Kumar, Komal, et al.
Published: (2025)

BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities
by: Mullappilly, Sahal Shaji, et al.
Published: (2024)

MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities
by: Sheikh, Tooba Tehreem, et al.
Published: (2025)

AI in Agriculture: A Survey of Deep Learning Techniques for Crops, Fisheries and Livestock
by: Nawaz, Umair, et al.
Published: (2025)

Composed Video Retrieval via Enriched Context and Discriminative Embeddings
by: Thawakar, Omkar, et al.
Published: (2024)

DuwatBench: Bridging Language and Visual Heritage through an Arabic Calligraphy Benchmark for Multimodal Understanding
by: Patle, Shubham, et al.
Published: (2026)

MATRIX: Multimodal Agent Tuning for Robust Tool-Use Reasoning
by: Ashraf, Tajamul, et al.
Published: (2025)

BiMediX: Bilingual Medical Mixture of Experts LLM
by: Pieri, Sara, et al.
Published: (2024)

Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning
by: Kumar, Amandeep, et al.
Published: (2024)

MAviS: A Multimodal Conversational Assistant For Avian Species
by: Kryklyvets, Yevheniia, et al.
Published: (2026)

MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT
by: Thawakar, Omkar, et al.
Published: (2024)

CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation
by: Thengane, Vishal, et al.
Published: (2025)

Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation
by: Boudjoghra, Mohamed El Amine, et al.
Published: (2024)

Open3DTrack: Towards Open-Vocabulary 3D Multi-Object Tracking
by: Ishaq, Ayesha, et al.
Published: (2024)

TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models
by: Luo, Ziyang, et al.
Published: (2025)

Multi-modal Generation via Cross-Modal In-Context Learning
by: Kumar, Amandeep, et al.
Published: (2024)

Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery
by: Noman, Mubashir, et al.
Published: (2024)

Semi-supervised Open-World Object Detection
by: Mullappilly, Sahal Shaji, et al.
Published: (2024)

Vocabulary-free Fine-grained Visual Recognition via Enriched Contextually Grounded Vision-Language Model
by: Demidov, Dmitry, et al.
Published: (2025)

LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM
by: Shikhar, Sambal, et al.
Published: (2025)

MediX-R1: Open Ended Medical Reinforcement Learning
by: Mullappilly, Sahal Shaji, et al.
Published: (2026)

ELGC-Net: Efficient Local-Global Context Aggregation for Remote Sensing Change Detection
by: Noman, Mubashir, et al.
Published: (2024)

Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework
by: Kumar, Komal, et al.
Published: (2026)

CONDA: Condensed Deep Association Learning for Co-Salient Object Detection
by: Li, Long, et al.
Published: (2024)