Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics
Paper • 2512.12602 • Published • 44
Soujanya Poria
soujanyaporia
AI & ML interests
Natural Language Processing
Recent Activity
updated a Space about 11 hours ago
declare-lab/README liked a model 7 days ago
meta-llama/Llama-3.1-8B-Instruct liked a dataset 17 days ago
declare-lab/MELDOrganizations
submitted a
paper to Daily Papers 6 months ago
authored a
paper about 1 year ago
authored 2
papers over 1 year ago
The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles
Paper • 2502.01081 • Published • 13
Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning
Paper • 2412.11974 • Published • 10
authored 11
papers almost 2 years ago
Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases
Paper • 2310.14303 • Published • 1
Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model
Paper • 2311.00968 • Published • 2
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns
Paper • 2403.13315 • Published
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models
Paper • 2404.00569 • Published • 1
DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling
Paper • 2406.11617 • Published • 10
Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming
Paper • 2406.11654 • Published • 6
Improving Text-To-Audio Models with Synthetic Captions
Paper • 2406.15487 • Published
Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique
Paper • 2408.10701 • Published • 12
WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models
Paper • 2408.03837 • Published • 18
Reward Steering with Evolutionary Heuristics for Decoding-time Alignment
Paper • 2406.15193 • Published • 15
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations
Paper • 2406.11801 • Published • 16
authored 5
papers about 2 years ago
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
Paper • 2404.09956 • Published • 11
Recent Trends in Deep Learning Based Natural Language Processing
Paper • 1708.02709 • Published
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic
Paper • 2402.11746 • Published • 2
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models
Paper • 2401.10647 • Published • 4
Mustango: Toward Controllable Text-to-Music Generation
Paper • 2311.08355 • Published • 1