Jonas Geiping

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authored 11 papers about 19 hours ago

Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Paper • 2309.00614 • Published Sep 1, 2023 • 2

What do we learn from inverting CLIP models?

Paper • 2403.02580 • Published Mar 5, 2024 • 3

Generating Potent Poisons and Backdoors from Scratch with Guided Diffusion

Paper • 2403.16365 • Published Mar 25, 2024 • 1

Measuring Style Similarity in Diffusion Models

Paper • 2404.01292 • Published Apr 1, 2024 • 17

Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise

Paper • 2208.09392 • Published Aug 19, 2022 • 2

Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries

Paper • 2210.10750 • Published Oct 19, 2022 • 1

Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs

Paper • 2406.10209 • Published Jun 14, 2024 • 8

Universal Guidance for Diffusion Models

Paper • 2302.07121 • Published Feb 14, 2023

Can Language Models Falsify? Evaluating Algorithmic Reasoning with Counterexample Creation

Paper • 2502.19414 • Published Feb 26 • 20

Capability-Based Scaling Laws for LLM Red-Teaming

Paper • 2505.20162 • Published May 26 • 3

GPTailor: Large Language Model Pruning Through Layer Cutting and Stitching

Paper • 2506.20480 • Published 3 days ago • 4

authored a paper 25 days ago

Pitfalls in Evaluating Language Model Forecasters

Paper • 2506.00723 • Published 27 days ago • 3

authored 2 papers 5 months ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published Feb 7 • 142

Great Models Think Alike and this Undermines AI Oversight

Paper • 2502.04313 • Published Feb 6 • 34

authored a paper about 1 year ago

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 55

authored 5 papers over 1 year ago

Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Paper • 2401.12070 • Published Jan 22, 2024 • 45

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models

Paper • 2212.03860 • Published Dec 7, 2022 • 1

A Cookbook of Self-Supervised Learning

Paper • 2304.12210 • Published Apr 24, 2023 • 4

Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery

Paper • 2302.03668 • Published Feb 7, 2023 • 1