Aman Chadha

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authored 3 papers 4 days ago

Soft Clustering Anchors for Self-Supervised Speech Representation Learning in Joint Embedding Prediction Architectures

Paper • 2602.09040 • Published 22 days ago

Assessing LLM Reliability on Temporally Recent Open-Domain Questions

Paper • 2602.11165 • Published Jan 17

Neural FOXP2 -- Language Specific Neuron Steering for Targeted Language Improvement in LLMs

Paper • 2602.00945 • Published 21 days ago

authored 3 papers about 1 month ago

Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition

Paper • 2601.07239 • Published Jan 12 • 3

ECLIPTICA -- A Framework for Switchable LLM Alignment via CITA - Contrastive Instruction-Tuned Alignment

Paper • 2601.06157 • Published Jan 6

SPINAL -- Scaling-law and Preference Integration in Neural Alignment Layers

Paper • 2601.06238 • Published Jan 8 • 1

submitted 2 papers to Daily Papers about 1 month ago

Stochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognition

Paper • 2601.07239 • Published Jan 12 • 3

SPINAL -- Scaling-law and Preference Integration in Neural Alignment Layers

Paper • 2601.06238 • Published Jan 8 • 1

authored a paper about 2 months ago

Catch Me If You Can: How Smaller Reasoning Models Pretend to Reason with Mathematical Fidelity

Paper • 2512.00552 • Published Nov 29, 2025

authored a paper 2 months ago

JEPA as a Neural Tokenizer: Learning Robust Speech Representations with Density Adaptive Attention

Paper • 2512.07168 • Published Dec 8, 2025 • 2

submitted a paper to Daily Papers 2 months ago

JEPA as a Neural Tokenizer: Learning Robust Speech Representations with Density Adaptive Attention

Paper • 2512.07168 • Published Dec 8, 2025 • 2

authored a paper 2 months ago

Embodied Referring Expression Comprehension in Human-Robot Interaction

Paper • 2512.06558 • Published Dec 6, 2025 • 4

authored a paper 3 months ago

Position: The Complexity of Perfect AI Alignment -- Formalizing the RLHF Trilemma

Paper • 2511.19504 • Published Nov 23, 2025 • 2

authored a paper 4 months ago

Learning from Generalization Patterns: An Evaluation-Driven Approach to Enhanced Data Augmentation for Fine-Tuning Small Language Models

Paper • 2510.18143 • Published Oct 20, 2025

authored 2 papers 5 months ago

DanceText: A Training-Free Layered Framework for Controllable Multilingual Text Transformation in Images

Paper • 2504.14108 • Published Apr 18, 2025

FuseCodec: Semantic-Contextual Fusion and Supervision for Neural Codecs

Paper • 2509.11425 • Published Sep 14, 2025 • 4

authored 2 papers 6 months ago

SQL-of-Thought: Multi-agentic Text-to-SQL with Guided Error Correction

Paper • 2509.00581 • Published Aug 30, 2025 • 11

AMBEDKAR-A Multi-level Bias Elimination through a Decoding Approach with Knowledge Augmentation for Robust Constitutional Alignment of Language Models

Paper • 2509.02133 • Published Sep 2, 2025 • 5

authored 2 papers 7 months ago

PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction

Paper • 2508.05545 • Published Aug 7, 2025 • 2

I Think, Therefore I Am Under-Qualified? A Benchmark for Evaluating Linguistic Shibboleth Detection in LLM Hiring Evaluations

Paper • 2508.04939 • Published Aug 6, 2025 • 2