Felix Brockmeier

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upvoted 5 papers 3 months ago

Specialized Language Models with Cheap Inference from Limited Domain Data

Paper • 2402.01093 • Published Feb 2 • 45

RAFT: Adapting Language Model to Domain Specific RAG

Paper • 2403.10131 • Published Mar 15 • 65

BERTScore: Evaluating Text Generation with BERT

Paper • 1904.09675 • Published Apr 21, 2019 • 2

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Paper • 2401.15077 • Published Jan 26 • 17

Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners

Paper • 2307.01928 • Published Jul 4, 2023 • 9

upvoted 5 papers 7 months ago

Prompt Engineering a Prompt Engineer

Paper • 2311.05661 • Published Nov 9, 2023 • 19

Diffusion Model Alignment Using Direct Preference Optimization

Paper • 2311.12908 • Published Nov 21, 2023 • 47

ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs

Paper • 2311.13600 • Published Nov 22, 2023 • 41

Fusion-Eval: Integrating Evaluators with LLMs

Paper • 2311.09204 • Published Nov 15, 2023 • 5

Fine-tuning Language Models for Factuality

Paper • 2311.08401 • Published Nov 14, 2023 • 26

upvoted 8 papers 8 months ago

SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding

Paper • 2310.15308 • Published Oct 23, 2023 • 22

Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Paper • 2310.13332 • Published Oct 20, 2023 • 14

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 13

Safe RLHF: Safe Reinforcement Learning from Human Feedback

Paper • 2310.12773 • Published Oct 19, 2023 • 26

Calibrating LLM-Based Evaluator

Paper • 2309.13308 • Published Sep 23, 2023 • 10

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 65

EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation

Paper • 2310.08185 • Published Oct 12, 2023 • 6

Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 50

upvoted 25 papers 9 months ago

Text-to-3D using Gaussian Splatting

Paper • 2309.16585 • Published Sep 28, 2023 • 29

DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation

Paper • 2309.16653 • Published Sep 28, 2023 • 41

Vision Transformers Need Registers

Paper • 2309.16588 • Published Sep 28, 2023 • 73

Deep Geometrized Cartoon Line Inbetweening

Paper • 2309.16643 • Published Sep 28, 2023 • 23

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 43

SCREWS: A Modular Framework for Reasoning with Revisions

Paper • 2309.13075 • Published Sep 20, 2023 • 15

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Paper • 2309.12307 • Published Sep 21, 2023 • 84

RMT: Retentive Networks Meet Vision Transformers

Paper • 2309.11523 • Published Sep 20, 2023 • 32

FreeU: Free Lunch in Diffusion U-Net

Paper • 2309.11497 • Published Sep 20, 2023 • 63

Stabilizing RLHF through Advantage Model and Selective Rehearsal

Paper • 2309.10202 • Published Sep 18, 2023 • 9

Language Modeling Is Compression

Paper • 2309.10668 • Published Sep 19, 2023 • 81

Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions

Paper • 2309.10150 • Published Sep 18, 2023 • 23

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 37

An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models

Paper • 2309.09958 • Published Sep 18, 2023 • 18

Recovering from Privacy-Preserving Masking with Large Language Models

Paper • 2309.08628 • Published Sep 12, 2023 • 4

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 51

Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT)

Paper • 2309.08968 • Published Sep 16, 2023 • 22

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 37

LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models

Paper • 2309.09506 • Published Sep 18, 2023 • 14

Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 73

MindAgent: Emergent Gaming Interaction

Paper • 2309.09971 • Published Sep 18, 2023 • 11

A Data Source for Reasoning Embodied Agents

Paper • 2309.07974 • Published Sep 14, 2023 • 4

LASER: LLM Agent with State-Space Exploration for Web Navigation

Paper • 2309.08172 • Published Sep 15, 2023 • 10

Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 50

Sparse Autoencoders Find Highly Interpretable Features in Language Models

Paper • 2309.08600 • Published Sep 15, 2023 • 11

upvoted 17 papers 10 months ago

Large Language Models for Compiler Optimization

Paper • 2309.07062 • Published Sep 11, 2023 • 22

Dynamic NeRFs for Soccer Scenes

Paper • 2309.06802 • Published Sep 13, 2023 • 16

Tree-Structured Shading Decomposition

Paper • 2309.07122 • Published Sep 13, 2023 • 6

3D Gaussian Splatting for Real-Time Radiance Field Rendering

Paper • 2308.04079 • Published Aug 8, 2023 • 163

Efficient Memory Management for Large Language Model Serving with PagedAttention

Paper • 2309.06180 • Published Sep 12, 2023 • 25

PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 50

InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

Paper • 2309.06380 • Published Sep 12, 2023 • 32

From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting

Paper • 2309.04269 • Published Sep 8, 2023 • 29

Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts

Paper • 2309.04354 • Published Sep 8, 2023 • 13

Large-Scale Automatic Audiobook Creation

Paper • 2309.03926 • Published Sep 7, 2023 • 52

When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale

Paper • 2309.04564 • Published Sep 8, 2023 • 14

MADLAD-400: A Multilingual And Document-Level Large Audited Dataset

Paper • 2309.04662 • Published Sep 9, 2023 • 21

Dynamic Mesh-Aware Radiance Fields

Paper • 2309.04581 • Published Sep 8, 2023 • 5

NExT-GPT: Any-to-Any Multimodal LLM

Paper • 2309.05519 • Published Sep 11, 2023 • 75

Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 235

GPT Can Solve Mathematical Problems Without a Calculator

Paper • 2309.03241 • Published Sep 6, 2023 • 17

Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 72