← Authors

Dinesh Manocha

126 papers · 2005–2026 · 19 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (22) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (7) πŸƒ Academic Marathon (21) 🌍 Conference Polyglot (17) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (25) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (34) πŸ”¬ Deep Specialist (32) πŸ† Keyword Champion (2) πŸš€ Conference Pioneer ⚑ Prolific Year (15) πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (56) πŸ“ˆ Trend Setter πŸ’Ž Century Club (121) ❓ The Questioner (4)

Conferences

EMNLP (16) CVPR (13) ICCV (11) AAAI (10) ICML (9) NAACL (9) ECCV (8) ICLR (8) ACL (7) RSS (7) WACV (7) INTERSPEECH (6) COLING (4) CORL (3) IJCAI (3) IJCNLP (2) EACL (1) AACL (1) NIPS (1)

Top co-authors

Sreyan Ghosh (26) Sonal Kumar (23) Puneet Mathur (21) Utkarsh Tyagi (17) Franck Dernoncourt (14) Furong Huang (10) Souradip Chakraborty (10) Ashish Seth (10) Aniket Bera (10) S Sakshi (9)

Research topics

Synthesis (1)

Keywords

multimodal learning (22) data augmentation (9) vision-language model (6) benchmark evaluation (5) 3d reconstruction (5) automatic speech recognition (4) contrastive learning (4) visual question answering (4) multimodal large language model (4) hallucination detection (4) few-shot learning (4) multi-task learning (4) novel view synthesis (4) in-context learning (3) video understanding (3) question answering (3) multi-modal learning (3) point cloud (3) emotion recognition (3) depth estimation (3)

Papers

Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models EACL 2026
MoRe: Monocular Geometry Refinement via Graph Optimization for Cross-View Consistency WACV 2026
MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence AAAI 2026
UAV4D: Dynamic Neural Rendering of Human-Centric UAV Imagery Using Gaussian Splatting AAAI 2026
Bi-VLM: Binary Post-Training Quantization for Vision-Language Models AAAI 2026
Towards Optimal Multi-draft Speculative Decoding ICLR 2025
Collab: Controlled Decoding using Mixture of Agents for LLM Alignment ICLR 2025
How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings ICLR 2025
Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs ICLR 2025
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark ICLR 2025
HALO : Human Preference Aligned Offline Reward Learning for Robot Navigation CORL 2025
IM360: Large-scale Indoor Mapping with 360 Cameras ICCV 2025
EgoAdapt: Adaptive Multisensory Distillation and Policy Learning for Efficient Egocentric Perception ICCV 2025
AURELIA: Test-time Reasoning Distillation in Audio-Visual LLMs ICCV 2025
AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs ICCV 2025
ChartLens: Fine-grained Visual Attribution in Charts ACL 2025
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation ACL 2025
Imposter: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models COLING 2025
Do Audio-Language Models Understand Linguistic Variations? NAACL 2025
ProSE: Diffusion Priors for Speech Enhancement NAACL 2025
PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification NAACL 2025
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation NAACL 2025
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025
EDM: Equirectangular Projection-Oriented Dense Kernelized Feature Matching CVPR 2025
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025
ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing IJCNLP 2025
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities ICML 2025
Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time ICML 2025
Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025
EGOILLUSION: Benchmarking Hallucinations in Egocentric Video Understanding EMNLP 2025
MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions EMNLP 2025
RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples EMNLP 2025
HALLUCINOGEN: Benchmarking Hallucination in Implicit Reasoning within Large Vision Language Models EMNLP 2025
Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data ICLR 2025
ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing AACL 2025
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP NAACL 2024
Do Vision-Language Models Understand Compound Nouns? NAACL 2024
Can LLM’s Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis NAACL 2024
LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition INTERSPEECH 2024
A Closer Look at the Limitations of Instruction Tuning ICML 2024
MaxMin-RLHF: Alignment with Diverse Human Preferences ICML 2024
Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time ECCV 2024
V-Trans4Style: Visual Transition Recommendation for Video Production Style Adaptation ECCV 2024
Position: On the Possibilities of AI-Generated Text Detection ICML 2024
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles ICML 2024
TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing ACL 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024
PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback ICLR 2024
DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation COLING 2024
DocScript: Document-level Script Event Prediction COLING 2024
Saliency-Aware Interpolative Augmentation for Multimodal Financial Prediction COLING 2024
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models ICLR 2024
MITFAS: Mutual Information Based Temporal Feature Alignment and Sampling for Aerial Video Action Recognition WACV 2024
Transfer Q-star : Principled Decoding for LLM Alignment NIPS 2024
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning EMNLP 2024
DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding EMNLP 2024
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning EMNLP 2024
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations ACL 2024
AV-RIR: Audio-Visual Room Impulse Response Estimation CVPR 2024
LTM: Lightweight Textured Mesh Extraction and Refinement of Large Unbounded Scenes for Efficient Storage and Real-time Rendering CVPR 2024
HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models CVPR 2024
MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models CVPR 2024
AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models EMNLP 2024
PMI Sampler: Patch Similarity Guided Frame Selection for Aerial Action Recognition WACV 2024
PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023
Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning CORL 2023
DocEdit: Language-Guided Document Editing AAAI 2023
Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning AAAI 2023
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER ACL 2023
TMO: Textured Mesh Acquisition of Objects With a Mobile Device by Using Differentiable Rendering CVPR 2023
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network EMNLP 2023
DALE: Generative Data Augmentation for Low-Resource Legal NLP EMNLP 2023
APoLLo : Unified Adapter and Prompt Learning for Vision Language Models EMNLP 2023
LoLep: Single-View View Synthesis with Locally-Learned Planes and Self-Attention Occlusion Inference ICCV 2023
CrossLoc3D: Aerial-Ground Cross-Source 3D Place Recognition ICCV 2023
AdVerb: Visually Guided Audio Dereverberation ICCV 2023
STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning ICML 2023
Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic ICML 2023
MMER: Multimodal Multi-task Learning for Speech Emotion Recognition INTERSPEECH 2023
LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents WACV 2023
Placing Human Animations Into 3D Scenes by Learning Interaction- and Geometry-Driven Keyframes WACV 2023
SALAD: Source-Free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection WACV 2023
DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022
A Repulsive Force Unit for Garment Collision Handling in Neural Networks ECCV 2022
STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded Scenes CVPR 2022
3MASSIV: Multilingual, Multimodal and Multi-Aspect Dataset of Social Media Short Videos CVPR 2022
N-Penetrate: Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations ICML 2022
HTRON: Efficient Outdoor Navigation with Sparse Rewards via Heavy Tailed Adaptive Reinforce Algorithm CORL 2022
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022
Human Trajectory Prediction via Neural Social Physics ECCV 2022
M3DETR: Multi-Representation, Multi-Scale, Mutual-Relation 3D Object Detection With Transformers WACV 2022
FAR: Fourier Aerial Video Recognition ECCV 2022
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis INTERSPEECH 2022
PISA: PoIncarΓ© Saliency-Aware Interpolative Augmentation INTERSPEECH 2022
TNS: Terrain Traversability Mapping and Navigation System for Autonomous Excavators RSS 2022
D2-TPred: Discontinuous Dependency for Trajectory Prediction under Traffic Lights ECCV 2022
HighlightMe: Detecting Highlights From Human-Centric Videos ICCV 2021
Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding IJCAI 2021
TIMERS: Document-level Temporal Relation Extraction IJCNLP 2021
IR-GAN: Room Impulse Response Generator for Far-Field Speech Recognition INTERSPEECH 2021
Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality CVPR 2021
TIMERS: Document-level Temporal Relation Extraction ACL 2021
Robust 2D/3D Vehicle Parsing in Arbitrary Camera Views for CVIS ICCV 2021
LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints AAAI 2021
DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes ICCV 2021
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points ECCV 2020
Crowd-Steer: Realtime Smooth and Collision-Free Robot Navigation in Densely Crowded Scenarios Trained using High-Fidelity Simulation IJCAI 2020
NeoNav: Improving the Generalization of Visual Navigation via Generating Next Expected Observations AAAI 2020
Take an Emotion Walk: Perceiving Emotions from Gaits Using Hierarchical Attention Pooling and Affective Mapping ECCV 2020
HMPO: Human Motion Prediction in Occluded Environments for Safe Motion Planning RSS 2020
Deep Differentiable Grasp Planner for High-DOF Grippers RSS 2020
M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues AAAI 2020
EmotiCon: Context-Aware Multimodal Emotion Recognition Using Frege's Principle CVPR 2020
STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits AAAI 2020
TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions CVPR 2019
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks INTERSPEECH 2019
TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents AAAI 2019
VV-Net: Voxel VAE Net With Group Convolutions for Point Cloud Segmentation ICCV 2019
Intention-Aware Motion Planning Using Learning Based Human Motion Prediction RSS 2017
Aggressive, Tense or Shy? Identifying Personality Traits from Crowd Videos IJCAI 2017
3D Reconstruction in the Presence of Glasses by Acoustic and Stereo Fusion CVPR 2015
Collision-Free and Curvature-Continuous Path Smoothing In Cluttered Environments RSS 2011
Path Planning for Deformable Robots in Complex Environments RSS 2005
Star-shaped Roadmaps - A Deterministic Sampling Approach for Complete Motion Planning RSS 2005