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soujanyaporia 

authored a paper 26 days ago

Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning

Paper • 2412.11974 • Published 28 days ago • 9

knmnyn 

authored a paper about 1 month ago

Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models

Paper • 2412.05939 • Published Dec 8, 2024 • 14

knmnyn 

authored a paper 2 months ago

Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models

Paper • 2411.00492 • Published Nov 1, 2024 • 6

soujanyaporia 

authored 9 papers 5 months ago

Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases

Paper • 2310.14303 • Published Oct 22, 2023 • 1

Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model

Paper • 2311.00968 • Published Nov 2, 2023

PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns

Paper • 2403.13315 • Published Mar 20, 2024

CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models

Paper • 2404.00569 • Published Mar 31, 2024 • 1

DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling

Paper • 2406.11617 • Published Jun 17, 2024 • 8

Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming

Paper • 2406.11654 • Published Jun 17, 2024 • 6

Improving Text-To-Audio Models with Synthetic Captions

Paper • 2406.15487 • Published Jun 18, 2024

Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique

Paper • 2408.10701 • Published Aug 20, 2024 • 11

WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models

Paper • 2408.03837 • Published Aug 7, 2024 • 18

soujanyaporia 

authored 2 papers 7 months ago

Reward Steering with Evolutionary Heuristics for Decoding-time Alignment

Paper • 2406.15193 • Published Jun 21, 2024 • 13

Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations

Paper • 2406.11801 • Published Jun 17, 2024 • 15

soujanyaporia 

authored 6 papers 9 months ago

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Paper • 2404.09956 • Published Apr 15, 2024 • 11

Recent Trends in Deep Learning Based Natural Language Processing

Paper • 1708.02709 • Published Aug 9, 2017

Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic

Paper • 2402.11746 • Published Feb 19, 2024 • 2

Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models

Paper • 2401.10647 • Published Jan 19, 2024 • 3

Mustango: Toward Controllable Text-to-Music Generation

Paper • 2311.08355 • Published Nov 14, 2023

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

Paper • 2304.01933 • Published Apr 4, 2023 • 1