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Vlad Bogolin

vladbogo

https://vladbogo.com

vladbogo

AI & ML interests

LLMs, Computer Vision

Articles

Organizations

vladbogo's activity

upvoted a paper about 10 hours ago

CLIP with Quality Captions: A Strong Pretraining for Vision Tasks

Paper • 2405.08911 • Published 2 days ago • 1

upvoted a paper 1 day ago

Compositional Text-to-Image Generation with Dense Blob Representations

Paper • 2405.08246 • Published 3 days ago • 10

upvoted a paper 3 days ago

What matters when building vision-language models?

Paper • 2405.02246 • Published 13 days ago • 70

upvoted 2 papers 4 days ago

Iterative Reasoning Preference Optimization

Paper • 2404.19733 • Published 16 days ago • 41

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

Paper • 2405.00332 • Published 16 days ago • 24

upvoted a paper 5 days ago

Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?

Paper • 2405.05904 • Published 7 days ago • 2

upvoted a paper 6 days ago

Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation

Paper • 2404.19752 • Published 16 days ago • 17

upvoted a paper 7 days ago

Better & Faster Large Language Models via Multi-token Prediction

Paper • 2404.19737 • Published 16 days ago • 61

upvoted a paper 8 days ago

Proving Test Set Contamination in Black Box Language Models

Paper • 2310.17623 • Published Oct 26, 2023 • 1

upvoted a paper 9 days ago

Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video

Paper • 2310.08584 • Published Oct 12, 2023 • 2

upvoted 2 papers 10 days ago

Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory

Paper • 2310.17884 • Published Oct 27, 2023 • 1

WildChat: 1M ChatGPT Interaction Logs in the Wild

Paper • 2405.01470 • Published 14 days ago • 52

upvoted a paper 11 days ago

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published 18 days ago • 105

upvoted a paper 12 days ago

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published 14 days ago • 21

upvoted a paper 13 days ago

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published 14 days ago • 90

upvoted a paper 14 days ago

Extending Llama-3's Context Ten-Fold Overnight

Paper • 2404.19553 • Published 16 days ago • 28

upvoted a paper 15 days ago

InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation

Paper • 2404.19427 • Published 17 days ago • 63

upvoted a paper 16 days ago

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Paper • 2404.18796 • Published 17 days ago • 62

upvoted a paper 17 days ago

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

Paper • 2404.16873 • Published 25 days ago • 25

upvoted a paper 18 days ago

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Paper • 2404.16821 • Published 21 days ago • 48

upvoted a paper 19 days ago

Make Your LLM Fully Utilize the Context

Paper • 2404.16811 • Published 21 days ago • 50

upvoted a paper 20 days ago

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published 24 days ago • 120

upvoted 2 papers 21 days ago

Align Your Steps: Optimizing Sampling Schedules in Diffusion Models

Paper • 2404.14507 • Published 24 days ago • 21

Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published 23 days ago • 53

upvoted 7 papers 24 days ago

The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Paper • 2404.13208 • Published 27 days ago • 37

How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study

Paper • 2404.14047 • Published 25 days ago • 37

SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Paper • 2404.14396 • Published 24 days ago • 17

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Paper • 2404.14219 • Published 24 days ago • 230

Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Paper • 2404.13013 • Published 27 days ago • 26

Many-Shot In-Context Learning

Paper • 2404.11018 • Published 30 days ago • 2

TextSquare: Scaling up Text-Centric Visual Instruction Tuning

Paper • 2404.12803 • Published 28 days ago • 27

upvoted 3 papers 28 days ago

MeshLRM: Large Reconstruction Model for High-Quality Mesh

Paper • 2404.12385 • Published 28 days ago • 23

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Paper • 2404.12253 • Published 28 days ago • 50

Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models

Paper • 2404.12387 • Published 28 days ago • 34

upvoted a paper 29 days ago

VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

Paper • 2404.10667 • Published about 1 month ago • 12

upvoted 12 papers about 1 month ago

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Paper • 2404.09990 • Published Apr 15 • 11

Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model

Paper • 2404.09967 • Published Apr 15 • 20

Video2Game: Real-time, Interactive, Realistic and Browser-Compatible Environment from a Single Video

Paper • 2404.09833 • Published Apr 15 • 27

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

Paper • 2404.08801 • Published Apr 12 • 61

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 28

Rho-1: Not All Tokens Are What You Need

Paper • 2404.07965 • Published Apr 11 • 79

Lost in Translation: Modern Neural Networks Still Struggle With Small Realistic Image Transformations

Paper • 2404.07153 • Published Apr 10 • 1

CodecLM: Aligning Language Models with Tailored Synthetic Data

Paper • 2404.05875 • Published Apr 8 • 15

RULER: What's the Real Context Size of Your Long-Context Language Models?

Paper • 2404.06654 • Published Apr 9 • 31

Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

Paper • 2404.07143 • Published Apr 10 • 92

MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding

Paper • 2404.05726 • Published Apr 8 • 18

SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing

Paper • 2404.05717 • Published Apr 8 • 23

upvoted an article about 1 month ago

Article

CodeGemma - an official Google release for code LLMs

Apr 9

• 95

upvoted 8 papers about 1 month ago

Stream of Search (SoS): Learning to Search in Language

Paper • 2404.03683 • Published Apr 1 • 21

AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent

Paper • 2404.03648 • Published Apr 4 • 22

No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance

Paper • 2404.04125 • Published Apr 4 • 26

ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4 • 71

Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2 • 100

Bigger is not Always Better: Scaling Properties of Latent Diffusion Models

Paper • 2404.01367 • Published Apr 1 • 19

LLaVA-Gemma: Accelerating Multimodal Foundation Models with a Compact Language Model

Paper • 2404.01331 • Published Mar 29 • 22

Long-context LLMs Struggle with Long In-context Learning

Paper • 2404.02060 • Published Apr 2 • 32

upvoted 4 papers about 2 months ago

Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models

Paper • 2403.20331 • Published Mar 29 • 14

ReALM: Reference Resolution As Language Modeling

Paper • 2403.20329 • Published Mar 29 • 20

Jamba: A Hybrid Transformer-Mamba Language Model

Paper • 2403.19887 • Published Mar 28 • 98

Gecko: Versatile Text Embeddings Distilled from Large Language Models

Paper • 2403.20327 • Published Mar 29 • 41

Vlad Bogolin

AI & ML interests

Articles

Many-shot jailbreaking

Gecko: Versatile Text Embeddings Distilled from Large Language Models

VideoMamba: State Space Model for Efficient Video Understanding

Genie: Generative Interactive Environments

Rephrasing the Web A Recipe for Compute and Data-Efficient Language Modeling

Reformatted Alignment

Organizations

vladbogo's activity

CodeGemma - an official Google release for code LLMs