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rotem israeli

irotem98

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https://rotem154154.github.io

rotem154154

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upvoted 3 papers 1 day ago

VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models

Paper • 2409.17066 • Published 6 days ago • 18

MIO: A Foundation Model on Multimodal Tokens

Paper • 2409.17692 • Published 5 days ago • 40

Emu3: Next-Token Prediction is All You Need

Paper • 2409.18869 • Published 4 days ago • 58

upvoted a collection 2 days ago

Sapiens

Foundation models for human tasks. Code: https://github.com/facebookresearch/sapiens • 72 items • Updated 13 days ago • 29

upvoted a paper 5 days ago

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models

Paper • 2409.17146 • Published 6 days ago • 85

upvoted a paper 7 days ago

Phantom of Latent for Large Language and Vision Models

Paper • 2409.14713 • Published 8 days ago • 26

upvoted a paper 8 days ago

MuCodec: Ultra Low-Bitrate Music Codec

Paper • 2409.13216 • Published 11 days ago • 20

upvoted 3 papers 12 days ago

Vista3D: Unravel the 3D Darkside of a Single Image

Paper • 2409.12193 • Published 13 days ago • 8

Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Paper • 2409.12191 • Published 13 days ago • 68

Qwen2.5-Coder Technical Report

Paper • 2409.12186 • Published 13 days ago • 117

upvoted a collection 13 days ago

Qwen2.5

Qwen2.5 language models, including pretrained and instruction-tuned models of 7 sizes, including 0.5B, 1.5B, 3B, 7B, 14B, 32B, and 72B. • 45 items • Updated 13 days ago • 212

upvoted 3 papers 27 days ago

VideoLLaMB: Long-context Video Understanding with Recurrent Memory Bridges

Paper • 2409.01071 • Published 29 days ago • 26

OLMoE: Open Mixture-of-Experts Language Models

Paper • 2409.02060 • Published 28 days ago • 76

Kvasir-VQA: A Text-Image Pair GI Tract Dataset

Paper • 2409.01437 • Published 29 days ago • 70

upvoted 5 papers about 1 month ago

LLaVaOLMoBitnet1B: Ternary LLM goes Multimodal!

Paper • 2408.13402 • Published Aug 23 • 17

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation

Paper • 2408.15881 • Published Aug 28 • 20

WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling

Paper • 2408.16532 • Published Aug 29 • 45

CogVLM2: Visual Language Models for Image and Video Understanding

Paper • 2408.16500 • Published Aug 29 • 56

Law of Vision Representation in MLLMs

Paper • 2408.16357 • Published Aug 29 • 92

upvoted a collection about 1 month ago

Qwen2-VL

Vision-language model series based on Qwen2 • 15 items • Updated 13 days ago • 128

upvoted an article about 1 month ago

Article

Docmatix - a huge dataset for Document Visual Question Answering

Jul 18

• 64

upvoted 6 papers about 1 month ago

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

Paper • 2408.15998 • Published Aug 28 • 82

Dolphin: Long Context as a New Modality for Energy-Efficient On-Device Language Models

Paper • 2408.15518 • Published Aug 28 • 41

The Mamba in the Llama: Distilling and Accelerating Hybrid Models

Paper • 2408.15237 • Published Aug 27 • 36

MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

Paper • 2408.13257 • Published Aug 23 • 25

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Paper • 2408.12528 • Published Aug 22 • 50

Sapiens: Foundation for Human Vision Models

Paper • 2408.12569 • Published Aug 22 • 86

upvoted a collection about 1 month ago

Papers I want to read

Papers in my to-read list • 228 items • Updated 4 days ago • 20

upvoted 6 papers about 1 month ago

NeCo: Improving DINOv2's spatial representations in 19 GPU hours with Patch Neighbor Consistency

Paper • 2408.11054 • Published Aug 20 • 10

Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17 • 20

NeuFlow v2: High-Efficiency Optical Flow Estimation on Edge Devices

Paper • 2408.10161 • Published Aug 19 • 11

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Paper • 2408.10188 • Published Aug 19 • 51

JPEG-LM: LLMs as Image Generators with Canonical Codec Representations

Paper • 2408.08459 • Published Aug 15 • 44

xGen-MM (BLIP-3): A Family of Open Large Multimodal Models

Paper • 2408.08872 • Published Aug 16 • 96

upvoted 8 papers about 2 months ago

UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling

Paper • 2408.04810 • Published Aug 9 • 22

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Paper • 2408.04840 • Published Aug 9 • 31

VITA: Towards Open-Source Interactive Omni Multimodal LLM

Paper • 2408.05211 • Published Aug 9 • 46

Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models

Paper • 2408.04594 • Published Aug 8 • 14

EXAONE 3.0 7.8B Instruction Tuned Language Model

Paper • 2408.03541 • Published Aug 7 • 33

LLaVA-OneVision: Easy Visual Task Transfer

Paper • 2408.03326 • Published Aug 6 • 59

MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Paper • 2408.02718 • Published Aug 5 • 60

MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Paper • 2408.01800 • Published Aug 3 • 74

upvoted a collection about 2 months ago

InternLM2.5

14 items • Updated 17 days ago • 67

upvoted 15 papers 2 months ago

The Llama 3 Herd of Models

Paper • 2407.21783 • Published Jul 31 • 101

SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement

Paper • 2408.00653 • Published Aug 1 • 27

Improving Text Embeddings for Smaller Language Models Using Contrastive Fine-tuning

Paper • 2408.00690 • Published Aug 1 • 21

SAM 2: Segment Anything in Images and Videos

Paper • 2408.00714 • Published Aug 1 • 104

Coarse Correspondence Elicit 3D Spacetime Understanding in Multimodal Language Model

Paper • 2408.00754 • Published Aug 1 • 21

OmniParser for Pure Vision Based GUI Agent

Paper • 2408.00203 • Published Aug 1 • 17

Diffusion Feedback Helps CLIP See Better

Paper • 2407.20171 • Published Jul 29 • 34

Mixture of Nested Experts: Adaptive Processing of Visual Tokens

Paper • 2407.19985 • Published Jul 29 • 34

Theia: Distilling Diverse Vision Foundation Models for Robot Learning

Paper • 2407.20179 • Published Jul 29 • 45

Wolf: Captioning Everything with a World Summarization Framework

Paper • 2407.18908 • Published Jul 26 • 30

INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model

Paper • 2407.16198 • Published Jul 23 • 13

KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 41

NNsight and NDIF: Democratizing Access to Foundation Model Internals

Paper • 2407.14561 • Published Jul 18 • 33

VideoGameBunny: Towards vision assistants for video games

Paper • 2407.15295 • Published Jul 21 • 21

SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models

Paper • 2407.15841 • Published Jul 22 • 38

upvoted a paper 3 months ago

E5-V: Universal Embeddings with Multimodal Large Language Models

Paper • 2407.12580 • Published Jul 17 • 38

upvoted a collection 3 months ago

🪐 SmolLM

A series of smol LLMs: 135M, 360M and 1.7B. We release base and Instruct models as well as the training corpus and some WebGPU demos • 12 items • Updated Aug 18 • 174