Felix Brockmeier
felixbrock
AI & ML interests
None yet
Organizations
OCR
cv-eval
llm-model
-
One Wide Feedforward is All You Need
Paper • 2309.01826 • Published • 33 -
Gated recurrent neural networks discover attention
Paper • 2309.01775 • Published • 10 -
FLM-101B: An Open LLM and How to Train It with $100K Budget
Paper • 2309.03852 • Published • 44 -
Large Language Models as Optimizers
Paper • 2309.03409 • Published • 77
cv-embedding
llm-gen-ai-text
llm-performance
-
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25 -
Ambiguity-Aware In-Context Learning with Large Language Models
Paper • 2309.07900 • Published • 5 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53 -
LASER: LLM Agent with State-Space Exploration for Web Navigation
Paper • 2309.08172 • Published • 13
llm-agent
privacy/security
llm-eval
-
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
Paper • 2310.08491 • Published • 55 -
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 78 -
Calibrating LLM-Based Evaluator
Paper • 2309.13308 • Published • 12 -
Fusion-Eval: Integrating Evaluators with LLMs
Paper • 2311.09204 • Published • 6
cv-gen-ai-3D
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TeCH: Text-guided Reconstruction of Lifelike Clothed Humans
Paper • 2308.08545 • Published • 34 -
AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections
Paper • 2309.02186 • Published • 22 -
3D Gaussian Splatting for Real-Time Radiance Field Rendering
Paper • 2308.04079 • Published • 191 -
ControlMat: A Controlled Generative Approach to Material Capture
Paper • 2309.01700 • Published • 16
dataset
cv-pre-eval
RLHF/RLAIF
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Efficient RLHF: Reducing the Memory Usage of PPO
Paper • 2309.00754 • Published • 15 -
Statistical Rejection Sampling Improves Preference Optimization
Paper • 2309.06657 • Published • 14 -
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation?
Paper • 2309.07462 • Published • 5 -
Stabilizing RLHF through Advantage Model and Selective Rehearsal
Paper • 2309.10202 • Published • 11
llm-system
text-to-image-model
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InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
Paper • 2309.06380 • Published • 32 -
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models
Paper • 2309.05793 • Published • 50 -
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models
Paper • 2309.06933 • Published • 13 -
MagiCapture: High-Resolution Multi-Concept Portrait Customization
Paper • 2309.06895 • Published • 27
llm-monitoring
llm-doc-retrieval
cv-performance
selflearning
llm-pretraining
cv-gen-ai-3D
-
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans
Paper • 2308.08545 • Published • 34 -
AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections
Paper • 2309.02186 • Published • 22 -
3D Gaussian Splatting for Real-Time Radiance Field Rendering
Paper • 2308.04079 • Published • 191 -
ControlMat: A Controlled Generative Approach to Material Capture
Paper • 2309.01700 • Published • 16
OCR
dataset
cv-eval
cv-pre-eval
llm-model
-
One Wide Feedforward is All You Need
Paper • 2309.01826 • Published • 33 -
Gated recurrent neural networks discover attention
Paper • 2309.01775 • Published • 10 -
FLM-101B: An Open LLM and How to Train It with $100K Budget
Paper • 2309.03852 • Published • 44 -
Large Language Models as Optimizers
Paper • 2309.03409 • Published • 77
RLHF/RLAIF
-
Efficient RLHF: Reducing the Memory Usage of PPO
Paper • 2309.00754 • Published • 15 -
Statistical Rejection Sampling Improves Preference Optimization
Paper • 2309.06657 • Published • 14 -
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation?
Paper • 2309.07462 • Published • 5 -
Stabilizing RLHF through Advantage Model and Selective Rehearsal
Paper • 2309.10202 • Published • 11
cv-embedding
llm-system
llm-gen-ai-text
text-to-image-model
-
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
Paper • 2309.06380 • Published • 32 -
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models
Paper • 2309.05793 • Published • 50 -
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models
Paper • 2309.06933 • Published • 13 -
MagiCapture: High-Resolution Multi-Concept Portrait Customization
Paper • 2309.06895 • Published • 27
llm-performance
-
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25 -
Ambiguity-Aware In-Context Learning with Large Language Models
Paper • 2309.07900 • Published • 5 -
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53 -
LASER: LLM Agent with State-Space Exploration for Web Navigation
Paper • 2309.08172 • Published • 13
llm-monitoring
llm-agent
llm-doc-retrieval
privacy/security
cv-performance
llm-eval
-
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models
Paper • 2310.08491 • Published • 55 -
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 78 -
Calibrating LLM-Based Evaluator
Paper • 2309.13308 • Published • 12 -
Fusion-Eval: Integrating Evaluators with LLMs
Paper • 2311.09204 • Published • 6
selflearning