Aman Chadha

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authored a paper about 20 hours ago

Energy-Based Transformers are Scalable Learners and Thinkers

Paper • 2507.02092 • Published 2 days ago • 8

authored a paper 2 days ago

Mental Health Equity in LLMs: Leveraging Multi-Hop Question Answering to Detect Amplified and Silenced Perspectives

Paper • 2506.18116 • Published 12 days ago

authored 2 papers 3 days ago

Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact

Paper • 2507.00951 • Published 3 days ago • 15

Peccavi: Visual Paraphrase Attack Safe and Distortion Free Image Watermarking Technique for AI-Generated Images

Paper • 2506.22960 • Published 6 days ago • 4

authored 2 papers 17 days ago

Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations

Paper • 2506.13901 • Published 18 days ago • 3

AdversariaL attacK sAfety aLIgnment(ALKALI): Safeguarding LLMs through GRACE: Geometric Representation-Aware Contrastive Enhancement- Introducing Adversarial Vulnerability Quality Index (AVQI)

Paper • 2506.08885 • Published 25 days ago

authored 3 papers about 1 month ago

Human-Readable Adversarial Prompts: An Investigation into LLM Vulnerabilities Using Situational Context

Paper • 2412.16359 • Published Dec 20, 2024

Can Large Language Models Infer Causal Relationships from Real-World Text?

Paper • 2505.18931 • Published May 25 • 1

Just as Humans Need Vaccines, So Do Models: Model Immunization to Combat Falsehoods

Paper • 2505.17870 • Published May 23 • 5

authored a paper 4 months ago

LoRACode: LoRA Adapters for Code Embeddings

Paper • 2503.05315 • Published Mar 7 • 13

authored 4 papers 5 months ago

From Fog to Failure: How Dehazing Can Harm Clear Image Object Detection

Paper • 2502.02027 • Published Feb 4 • 1

Multilingual State Space Models for Structured Question Answering in Indic Languages

Paper • 2502.01673 • Published Feb 1 • 2

YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment

Paper • 2502.03512 • Published Feb 5 • 5

IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language Understanding

Paper • 2501.15747 • Published Jan 27 • 7

authored 5 papers 6 months ago

Potential and Perils of Large Language Models as Judges of Unstructured Textual Data

Paper • 2501.08167 • Published Jan 14 • 6

DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization

Paper • 2501.03271 • Published Jan 5 • 10

SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval

Paper • 2412.15443 • Published Dec 19, 2024 • 10

On the Feasibility of Vision-Language Models for Time-Series Classification

Paper • 2412.17304 • Published Dec 23, 2024

Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs

Paper • 2412.17131 • Published Dec 22, 2024

authored a paper 7 months ago

Exploring the Abilities of Large Language Models to Solve Proportional Analogies via Knowledge-Enhanced Prompting

Paper • 2412.00869 • Published Dec 1, 2024 • 4